From a70ed63b45f8b7ac312d896fd390da00e04e9602 Mon Sep 17 00:00:00 2001 From: Serene Jiang Date: Thu, 25 Feb 2021 07:16:05 -0800 Subject: [PATCH 1/3] updated code with binary outcome --- README.md | 88 +- code_method/.DS_Store | Bin 0 -> 10244 bytes code_method/bootstrap_test_compLasso_rf.R | 126 + .../bootstrap_test_compLasso_rf_binary.R | 137 + code_method/cv_method.R | 364 + code_method/cv_method_binary_update.R | 247 + code_method/getStability.R | 95 + code_method/stab_data_applications.R | 73 + code_method/stab_data_applications_binary.R | 74 + data_application/.DS_Store | Bin 0 -> 14340 bytes data_application/88soils/.DS_Store | Bin 0 -> 10244 bytes data_application/88soils/238_otu_table.biom | Bin 0 -> 2196851 bytes .../88soils/88soils_genus_table.RData | Bin 0 -> 41535 bytes .../88soils/88soils_genus_table.txt | 90 + .../88soils/88soils_modified_metadata.txt | 90 + data_application/88soils/88soils_taxonomy.txt | 7397 +++++++++++++++++ .../soils_binary_ph_GenCompLasso.RData | Bin 0 -> 8485 bytes .../soils_binary_ph_boot_compLasso.RData | Bin 0 -> 22385 bytes .../results_bin/soils_binary_ph_boot_rf.RData | Bin 0 -> 789 bytes .../results_bin/soils_binary_ph_elnet.RData | Bin 0 -> 1928 bytes .../results_bin/soils_binary_ph_lasso.RData | Bin 0 -> 9725 bytes .../results_bin/soils_binary_ph_rf.RData | Bin 0 -> 45171 bytes .../88soils/results_cts/.DS_Store | Bin 0 -> 6148 bytes .../88soils/results_cts/soils_ph.RData | Bin 0 -> 87288 bytes .../results_cts/soils_ph_boot_compLasso.RData | Bin 0 -> 83275 bytes .../results_cts/soils_ph_boot_rf.RData | Bin 0 -> 82183 bytes .../results_cts/soils_ph_compLasso.RData | Bin 0 -> 9099 bytes .../88soils/results_cts/soils_ph_elnet.RData | Bin 0 -> 69785 bytes .../88soils/results_cts/soils_ph_lasso.RData | Bin 0 -> 14352 bytes .../88soils/results_cts/soils_ph_rf.RData | Bin 0 -> 54934 bytes data_application/88soils/soils_ph.RData | Bin 0 -> 87288 bytes data_application/BMI/.DS_Store | Bin 0 -> 6148 bytes data_application/BMI/BMI_Lin_2014.RData | Bin 0 -> 21058 bytes data_application/BMI/results_bin/.DS_Store | Bin 0 -> 6148 bytes .../results_bin/BMI_binary_GenCompLasso.RData | Bin 0 -> 888 bytes .../BMI_binary_boot_compLasso.RData | Bin 0 -> 888 bytes .../BMI/results_bin/BMI_binary_boot_rf.RData | Bin 0 -> 880 bytes .../BMI/results_bin/BMI_binary_elnet.RData | Bin 0 -> 880 bytes .../BMI/results_bin/BMI_binary_lasso.RData | Bin 0 -> 3003 bytes .../BMI/results_bin/BMI_binary_rf.RData | Bin 0 -> 876 bytes .../BMI/results_cts/BMI_boot_compLasso.RData | Bin 0 -> 83303 bytes .../BMI/results_cts/BMI_boot_rf.RData | Bin 0 -> 84222 bytes .../BMI/results_cts/BMI_compLasso.RData | Bin 0 -> 4668 bytes .../BMI/results_cts/BMI_elnet.RData | Bin 0 -> 7600 bytes .../BMI/results_cts/BMI_lasso.RData | Bin 0 -> 3462 bytes data_application/BMI/results_cts/BMI_rf.RData | Bin 0 -> 4291 bytes data_application/code_applications/.DS_Store | Bin 0 -> 6148 bytes .../88soils_stab_application_binary.R | 111 + .../code_bin/BMI_stab_application_binary.R | 99 + .../code_applications/code_cts/.DS_Store | Bin 0 -> 6148 bytes .../code_cts/88soils_stab_application.R | 102 + .../code_cts/BMI_stab_application.R | 105 + .../code_cts/run_data_applications.sh | 28 + .../notebooks_application/.DS_Store | Bin 0 -> 6148 bytes .../1.1. 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create mode 100755 simulations/results_summary_cts/sim_ind_rf.txt create mode 100755 simulations/results_summary_cts/sim_toe_compLasso.txt create mode 100755 simulations/results_summary_cts/sim_toe_elnet.txt create mode 100755 simulations/results_summary_cts/sim_toe_lasso.txt create mode 100755 simulations/results_summary_cts/sim_toe_rf.txt create mode 100755 simulations/results_summary_cts/table_block_all.txt create mode 100755 simulations/results_summary_cts/table_ind_all.txt create mode 100755 simulations/results_summary_cts/table_toe_all.txt create mode 100644 simulations/sim_data_generation/.DS_Store create mode 100755 simulations/sim_data_generation/run_sim_data.sh create mode 100755 simulations/sim_data_generation/sim_dat_block.R create mode 100755 simulations/sim_data_generation/sim_dat_ind_toeplitz.R diff --git a/README.md b/README.md index 783df69..15501ba 100644 --- a/README.md +++ b/README.md @@ -1,2 +1,88 @@ # stability-analyses -code for simulation studies and experimental microbiome data applications in Stability manuscript +This set of codes are used for reproducing all the simulation studies and experimental microbiome data applications in Stability manuscript. + +I. General code: + +code_method folder: contain codes to reproduce simulation results for continuous outcomes + + getStability.R: function to calculate Stability Index + + cv_method.R: code for 4 selected feature selection methods with user-defined parameter grids and cross-validations for parameter tuning when applied to continuous outcomes + + cv_method_binary_update.R: code for 4 selected feature selection methods with user-defined parameter grids and cross-validations for parameter tuning when applied to binary outcomes + + stab_data_applications.R: function to perform hypothesis testing using bootstrap for continuous outcomes + + stab_data_applications_binary.R: function to perform hypothesis testing using bootstrap for binary outcomes + + bootstrap_test_compLasso_rf.R: general functions for comparing feature selection methods using hypothesis testing based on bootstrap when applied to continuous outcomes + + bootstrap_test_compLasso_rf_binary.R: general functions for comparing feature selection methods using hypothesis testing based on bootstrap when applied to binary outcomes + + # source code for compositional lasso (continuous outcome) is available at: https://www.math.pku.edu.cn/teachers/linw/software.html + # source code for compositional lasso (binary outcome) is available at: https://github.com/UVic-omics/Microbiome-Variable-Selection + + +II. Simulation part (within simulations folder): +1. sim_data_generation folder: contain codes to generate simulated data + + sim_dat_ind_toeplitz: code to generate simulated data with Independent and Toeplitz correlation designs + sim_dat_block.R: code to generate simulated data with Block correlation design + run_sim_data.sh: bash commands for running simulation data generation code on HPC + +2. code_sim_cts folder: contain codes to reproduce simulation results for continuous outcomes + + cv_sim_apply.R: general functions for applying selected feature selection methods to simulated data when applied to continuous outcomes + + ## compute Stability and MSE for different simulation scenarios + ind_results.R: code for comparing 3 methods (lasso, elastic net, random forests) in simulated data with Independent design and continuous outcomes + toe_results.R: code for comparing 3 methods (lasso, elastic net, random forests) in simulated data with Toeplitz design and continuous outcomes + block_results.R: code for comparing 3 methods (lasso, elastic net, random forests) in simulated data with Block design and continuous outcomes + CL_sim_apply.R: code for obtaining results for compositional lasso in all simulation correlation designs with continuous outcomes + + ## hypothesis testing with bootstrap for selected simulation scenarios + boot_CL_testing.R: code for calculating bootstrapped confidence interval for compositional lasso method in simulated data with continous outcomes + boot_RF_testing.R: code for calculating bootstrapped confidence interval for random forests method in simulated data with continous outcomes + + ## bash commands + run_sim_cts.sh: bash commands for running simulation code for continous outcomes on HPC + + +3. code_sim_bin folder: contain codes to reproduce simulation results for binary outcomes + + cv_sim_apply_binary_update.R: general functions for applying selected feature selection methods to simulated data when applied to binary outcomes + + ## compute Stability and AUC for different simulation scenarios + ind_results_binary_update.R: code for comparing all 4 methods in simulated data with Independent design and binary outcomes + toe_results_binary_update.R: code for comparing all 4 methods in simulated data with Toeplitz design and binary outcomes + block_results_binary_update.R: code for comparing all 4 methods in simulated data with Block design and binary outcomes + + ## hypothesis testing with bootstrap for selected simulation scenarios + boot_sim_binary.R: code for calculating bootstrapped confidence interval for compositional lasso and random forests methods in simulated data with binary outcomes + + ## bash commands + run_sim_bin.sh: bash commands for running simulation code for binary outcomes on HPC + +4. notebooks_sim_cts folder: contain notebooks (R) to summarize simulation results for continuous outcome + +5. notebooks_sim_bin folder: contain notebooks (R) to summarize simulation results for binary outcome + +6. results_summary_cts folder: contain outputs of tables from notebooks in notebooks_sim_cts folder + +7. results_summary_bin folder: contain outputs of tables from notebooks in notebooks_sim_bin folder + +8. figures_combined folder: contain figures generated for both continous and binary outcomes based on notebook 6_make_figures_combined in notebooks_sim_bin folder + + +III. application part (within data_application folder): + + code_cts folder: contain code for real data applications to BMI & soil datasets for continuous outcomes + + code_bin folder: contain code for real data applications to BMI & soil datasets for binary outcomes + + notebooks_applications folder: contain notebooks (R) to summarize microbiome application results for continuous and binary outcomes + + 88soils folder: contain data and application results for soil datast + + BMI folder: contain data and application results for BMI datast + diff --git a/code_method/.DS_Store b/code_method/.DS_Store new file mode 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<- detectCores() - 2 +registerDoParallel(numCores) # use multicore, set to the number of our cores + +boot_stab_sim = function(num_boot=100, sim_file, method, seednum=31, ratio.training=0.8, fold.cv=10, + family='gaussian', lambda.grid=exp(seq(-4, -2, 0.2)), alpha.grid=seq(0.1, 0.9, 0.1), + mtry.grid=seq(5, 25, 5), num_trees = 500, pval_thr = 0.05){ + + # load simulated data + load(sim_file, dat <- new.env()) + + idx.start = 1; idx.stop = 100 # 100 repetitions for each simulated scenario + rou = dat$sim_array[[1]]$rou # rou, n, p are same across all repetitions + n = dat$sim_array[[1]]$n + p = dat$sim_array[[1]]$p + + ## get a vector of stability index from bootstrapped data + stab_index = rep(0, num_boot) + b = 0 + for (i in idx.start:idx.stop){ + b = b + 1 + print(paste('index', i, sep=':')) + sub = dat$sim_array[[i]] + + # bootsrap with parallelization + selections = foreach (i=1:num_boot) %dopar% { + N = length(sub$Y) # number of samples + boot_ids = sample(N, size=N, replace=TRUE) + boot_Z = sub$Z[boot_ids, ] + boot_Y = sub$Y[boot_ids, ] + + ## select features from lasso/elnet + if (method == 'compLasso'){ + result.lin = cons_lasso_cv(y=boot_Y, datx=boot_Z, seednum=i, ratio.training=ratio.training) + select.lin = result.lin$coef.chosen # since 1 represents intercept + + } else if (method == 'RF'){ + result.rf = randomForest_cv(y=boot_Y, datx=boot_Z, seednum=i, fold.cv=fold.cv, + num_trees=num_trees, mtry.grid = mtry.grid, pval_thr=pval_thr) + select.rf = result.rf$coef.chosen + } + } + + # calculate stability index from bootstrapped data + stability_table = matrix(rep(0, num_boot * p), ncol=p) + for (j in 1:num_boot){ + stability_table[j, selections[[j]]] = 1 + } + + stab_index[b] = round(getStability(stability_table)$stability, 2) + } + + results=list(rou=rou, n=n, p=p, num_boot=num_boot, method=method, stab_index=stab_index) + +} + + +######################################################## +## double bootstrap applied to real data application ### +######################################################## +boot_stab_data = function(num_boot=100, data_file, method, seednum=31, ratio.training=0.8, fold.cv=10, + family='gaussian', lambda.grid=exp(seq(-4, -2, 0.2)), alpha.grid=seq(0.1, 0.9, 0.1), + mtry.grid=seq(5, 25, 5), num_trees = 500, pval_thr = 0.05){ + + # load simulated data + set.seed(seednum) + load(data_file) + p = dim(taxa)[2] + + stab_index = rep(0, num_boot) + MSE_list = list() + # first loop of bootstrap to generate num_boot bootstrapped datasets + for (k in 1:num_boot){ + print(paste('num_boot', k, sep=':')) + N = length(y) # number of samples + sample_ids = seq(1, N, 1) + + # bootstrapped samples + boot_ids = sample(sample_ids, size=N, replace=TRUE) + boot_taxa = taxa[boot_ids, ] + boot_mf = y[boot_ids] + + ## second loop of bootstrap to perform variable selection + results = foreach (i=1:num_boot) %dopar% { + boot_ids_second = sample(N, size=N, replace=TRUE) + boot_Z = boot_taxa[boot_ids_second, ] + boot_Y = boot_mf[boot_ids_second] + + ## select features from lasso/elnet + if (method == 'compLasso'){ + result.lin = cons_lasso_cv(y=boot_Y, datx=boot_Z, seednum=i, ratio.training=ratio.training) + output.lin = c(result.lin$MSE, result.lin$coef.chosen) + + } else if (method == 'RF'){ + result.rf = randomForest_cv(y=boot_Y, datx=boot_Z, seednum=i, fold.cv=fold.cv, + num_trees=num_trees, mtry.grid = mtry.grid, pval_thr=pval_thr) + output.rf = c(result.rf$MSE, result.rf$coef.chosen) + } + } + + # reformat results (stability & MSE) + stability_table = matrix(rep(0, num_boot * p), ncol=p) + results_mse = results_chosen = list() + for (b in 1:num_boot){ + results_mse[b] = results[[b]][1] + results_chosen[[b]] = results[[b]][-1] + stability_table[b, results_chosen[[b]]] = 1 + } + + stab_index[k] = round(getStability(stability_table)$stability, 2) + MSE_list[[k]] = results_mse + } + + + results=list(num_boot=num_boot, method=method, stab_index=stab_index, MSE_list=MSE_list) + +} diff --git a/code_method/bootstrap_test_compLasso_rf_binary.R b/code_method/bootstrap_test_compLasso_rf_binary.R new file mode 100644 index 0000000..91d3664 --- /dev/null +++ b/code_method/bootstrap_test_compLasso_rf_binary.R @@ -0,0 +1,137 @@ +########################################################## +### estimate correlation between stability index ######### +########################################################## + +source('cv_method_binary_update.R') +source('getStability.R') + +## set up parallel computing +library(foreach) +library(doParallel) +numCores <- detectCores() - 2 # 6 cores +registerDoParallel(numCores) # use multicore, set to the number of our cores + +######################################################## +## double bootstrap applied to simulations ### +######################################################## +boot_stab_sim = function(num_boot=100, sim_file, method, seednum=31, + ratio.training=0.8, fold.cv=10, + family='binomial', lambda.grid=exp(seq(-4, -2, 0.2)), + alpha.grid=seq(0.1, 0.9, 0.1), + mtry.grid=seq(5, 25, 5), num_trees = 500, pval_thr = 0.05, + lambda.coda=seq(0.1, 0.2, 0.01), data.split=FALSE){ + + # load simulated data + load(sim_file, dat <- new.env()) + + idx.start = 1; idx.stop = 100 # 100 repetitions for each simulated scenario + rou = dat$sim_array[[1]]$rou # rou, n, p are same across all repetitions + n = dat$sim_array[[1]]$n + p = dat$sim_array[[1]]$p + + ## get a vector of stability index from bootstrapped data + stab_index = rep(0, num_boot) + b = 0 + for (i in idx.start:idx.stop){ + b = b + 1 + print(paste('index', i, sep=':')) + sub = dat$sim_array[[i]] + y_binary = as.factor(ifelse(sub$Y >= median(sub$Y), 1, 0)) + + # bootsrap with parallelization + selections = foreach (i=1:num_boot) %dopar% { + N = length(y_binary) # number of samples + boot_ids = sample(N, size=N, replace=TRUE) + boot_Z = sub$Z[boot_ids, ] + boot_Y = y_binary[boot_ids] + boot_X = sub$X[boot_ids, ] # for generalized compositional lasso + + ## select features + if (method == 'GenCompLasso'){# generalized compositional lasso use X instead of Z + result.lin = gen_cons_lasso_cv(y=boot_Y, datx=boot_X, seednum=i, ratio.training=ratio.training, + lambda.coda=lambda.coda, data.split=data.split) + select.lin = result.lin$coef.chosen + + } else if (method == 'RF'){ + result.rf = randomForest_cv(y=boot_Y, datx=boot_Z, seednum=i, fold.cv=fold.cv, + num_trees=num_trees, mtry.grid = mtry.grid, pval_thr=pval_thr) + select.rf = result.rf$coef.chosen + } + } + + # calculate stability index from bootstrapped data + stability_table = matrix(rep(0, num_boot * p), ncol=p) + for (j in 1:num_boot){ + stability_table[j, selections[[j]]] = 1 + } + + stab_index[b] = round(getStability(stability_table)$stability, 2) + } + + results=list(rou=rou, n=n, p=p, num_boot=num_boot, method=method, stab_index=stab_index) + +} + + +######################################################## +## double bootstrap applied to real data application ### +######################################################## +boot_stab_data = function(num_boot=100, data_file, method, seednum=31, + ratio.training=0.8, fold.cv=10, + family='binomial', lambda.grid=exp(seq(-4, -2, 0.2)), + alpha.grid=seq(0.1, 0.9, 0.1), + mtry.grid=seq(5, 25, 5), num_trees = 500, pval_thr = 0.05, + lambda.coda=seq(0.1, 0.2, 0.01), data.split=FALSE){ + + # load simulated data + set.seed(seednum) + load(data_file) + p = dim(taxa)[2] + + stab_index = rep(0, num_boot) + ROC_list = list() + # first loop of bootstrap to generate num_boot bootstrapped datasets + for (k in 1:num_boot){ + print(paste('num_boot', k, sep=':')) + N = length(y) # number of samples + sample_ids = seq(1, N, 1) + + # bootstrapped samples + boot_ids = sample(sample_ids, size=N, replace=TRUE) + boot_taxa = taxa[boot_ids, ] + boot_mf = y[boot_ids] + + ## second loop of bootstrap to perform variable selection + results = foreach (i=1:num_boot) %dopar% { + boot_ids_second = sample(N, size=N, replace=TRUE) + boot_Z = boot_taxa[boot_ids_second, ] + boot_Y = boot_mf[boot_ids_second] + + ## select features from lasso/elnet + if (method == 'GenCompLasso'){ # use X instead of Z (log-transformed) + result.lin = gen_cons_lasso_cv(y=boot_Y, datx=exp(boot_Z), seednum=i, ratio.training=ratio.training) + output.lin = c(result.lin$ROC, result.lin$coef.chosen) + } else if (method == 'RF'){ + result.rf = randomForest_cv(y=boot_Y, datx=boot_Z, seednum=i, fold.cv=fold.cv, + num_trees=num_trees, mtry.grid = mtry.grid, pval_thr=pval_thr) + output.rf = c(result.rf$ROC, result.rf$coef.chosen) + } + } + + # reformat results (stability & ROC) + stability_table = matrix(rep(0, num_boot * p), ncol=p) + results_mse = results_chosen = list() + for (b in 1:num_boot){ + results_mse[b] = results[[b]][1] + results_chosen[[b]] = results[[b]][-1] + stability_table[b, results_chosen[[b]]] = 1 + } + + stab_index[k] = round(getStability(stability_table)$stability, 2) + ROC_list[[k]] = results_mse + } + + + results=list(num_boot=num_boot, method=method, stab_index=stab_index, ROC_list=ROC_list) + +} diff --git a/code_method/cv_method.R b/code_method/cv_method.R new file mode 100755 index 0000000..820c707 --- /dev/null +++ b/code_method/cv_method.R @@ -0,0 +1,364 @@ +########################################### +#### methods for comparisions ############# +########################################### +library(glmnet) +library(caret) +library(ranger) # faster random forest + +# general reference with caret on glmnet & random forest +## http://rstudio-pubs-static.s3.amazonaws.com/251240_12a8ecea8e144fada41120ddcf52b116.html + +# important note +## when training model on training set, as tuning parameters are set in final model, coefficient are chosen already +## use test set to predict the MSE +## as unclear how carret handle fitting and prediction, use carret only for parameter tuning in elastic net + +########################################### +#### Lasso (tune lambda) ################## +########################################### +#' @title lasso_cv +#' @description Does a K-fold cross-validation for Lasso. +#' @param datx The input data matrix. +#' @param y The response variable. +#' @param seednum The seed number (default=31). +#' @param family The family of linear regression models (default="gaussian"). +#' @param ratio.training The ratio of the whole data assigned for model training (default=0.8). +#' @param fold.cv The number of folds for cross-validation.(default=10) +#' @param lambda.grid The tuning range for the regularization parameter "lambda" of "lasso". +#' @return A list of Lasso model output including MSE, and selected features. + +lasso_cv = function(datx, y, seednum=31, family=family, ratio.training=0.8, fold.cv=10, + lambda.grid, lambda.choice='lambda.1se'){ + # seednum: the seed number + # ratio.training: the ratio of training set (parento principle training:test=8:2) + # lambda.grid: possible candidate values for tuning parameter Lambda + # fold.cv: n-fold cross validation + # lambda.choice: 'lambda.min' or 'lambda.1se' + + set.seed(seednum) + + # # split data into training and tests sets + nn <- length(y) + trn <- sample(1:nn, ratio.training*nn) + x.train <- datx[trn, ] + x.test <- datx[-trn, ] + y.train <- y[trn] + y.test <- y[-trn] + + # use cross-validation on training data & fit on test data + cv.fit <- cv.glmnet(x.train, y.train, family=family, alpha=1, lambda=lambda.grid, nfolds=fold.cv) + pred.fit <- predict(cv.fit, s=lambda.choice, newx=x.test, type='response') + + # covariates chosen + coef.fit <- predict(cv.fit, s=lambda.choice, newx=x.test, type='coefficients') + coef.chosen = which(coef.fit != 0) + coef.chosen = coef.chosen - 1 # index for 1 representing intercept + + # evaluate results + MSE <- mean((y.test - pred.fit)^2) + + + result = list(MSE=MSE, coef.chosen=coef.chosen) + return(result) +} + +########################################### +#### Elastic Net (tune lambda and alpha) ## +########################################### +# reference 1 (tune both parameters with caret) +## https://stats.stackexchange.com/questions/268885/tune-alpha-and-lambda-parameters-of-elastic-nets-in-an-optimal-way +# reference 2 (extract final model and prediction with caret) +## https://topepo.github.io/caret/model-training-and-tuning.html + +#' @title elnet_cv +#' @description Does a K-fold cross-validation for elastic-net. +#' @param datx The input data matrix. +#' @param y The response variable. +#' @param seednum The seed number (default=31). +#' @param family The family of linear regression models (default="gaussian"). +#' @param ratio.training The ratio of the whole data assigned for model training (default=0.8). +#' @param fold.cv The number of folds for cross-validation.(default=10) +#' @param lambda.grid The tuning range for the regularization parameter "lambda" of "lasso". +#' @param alpha.grid The tuning range for the elastic-net mixing parameter "alpha". +#' @return A list of elnet model output including MSE, and selected features. + +elnet_cv = function(datx, y, seednum=31, alpha.grid, lambda.grid, family=family, + ratio.training=0.8, fold.cv=10){ + # seednum: the seed number + # ratio.training: the ratio of training set (parento principle training:test=8:2) + # alpha.grid: possible candidate values for tuning parameter alpha + # lambda.grid: possible candidate values for tuning parameter Lambda + # fold.cv: n-fold cross validation + + set.seed(seednum) + + # # split data into training and tests sets + nn <- length(y) + trn <- sample(1:nn, ratio.training*nn) + x.train <- datx[trn, ] + x.test <- datx[-trn, ] + y.train <- y[trn] + y.test <- y[-trn] + + data.train = as.data.frame(cbind(y.train, x.train)) + colnames(data.train) = c('y', paste('V', seq(1, dim(datx)[2]), sep='')) + + # tune parameters with CV on training data with caret + trnCtrl <- trainControl(method = "cv", number = fold.cv) + srchGrid <- expand.grid(.alpha = alpha.grid, .lambda = lambda.grid) + + my_train <- train(y ~., data.train, + method = "glmnet", + tuneGrid = srchGrid, + trControl = trnCtrl) + + # fit the model with best tuning parameters on test data with glmnet + fit = glmnet(x.train, y.train, alpha=my_train$bestTune$alpha, lambda=my_train$bestTune$lambda) + pred.fit <- predict(fit, x.test, type='response') + + # covariates chosen + coef.fit <- predict(fit, x.test, type='coefficients') + coef.chosen = which(coef.fit != 0) + coef.chosen = coef.chosen - 1 # index for 1 representing intercept + + # evaluate results + MSE <- mean((y.test - pred.fit)^2) + + + result = list(MSE=MSE, coef.chosen=coef.chosen) + return(result) +} + + +############################################################### +#### Random Forests (tune # variables at each random split #### +############################################################### +# reference on regression random forst +## https://uc-r.github.io/random_forests +# OOB error is different from test error (see above website) + +#' @title randomForest_cv +#' @description Does a K-fold cross-validation for random forests. +#' @param datx The input data matrix. +#' @param y The response variable. +#' @param sim_file The path of a .RData file includes the simulation data pre-generated. +#' @param seednum The seed number (default=31). +#' @param fold.cv The number of folds for cross-validation.(default=10) +#' @param ratio.training The ratio of the whole data assigned for model training (default=0.8). +#' @param mtry.grid The tuning range for the hyperparameter "mtry", that is, number of variables to possibly split at in each node. +#' @param num_trees The number of trees grow in random forests. +#' @param pval_thr The threshold for the estimated p value of RF importance scores. +#' @param method.perm The permutation method for estimating the p value of RF importance scores. +#' @return A list of RF model output including the "mtry" grid, selected features, MSE, OOB, and p-values of selected features. + +randomForest_cv = function(datx, y, seednum=31, fold.cv=5, ratio.training=0.8, mtry.grid=10, num_trees=500, + pval_thr=0.05, method.perm='altmann'){ + # mtry: number of variables to randomly sample at each split + # num_trees: number of trees to grow in random forests + # pval_thr: threshold for permutation test + # note that permutation p-value can use "altmann method" for all types of data; 'Janita' for high-dimensitional data only + # ref on permutation methods: http://finzi.psych.upenn.edu/library/ranger/html/importance_pvalues.html + + set.seed(seednum) + + # split data into training and tests sets + data = as.data.frame(cbind(y, datx)) + colnames(data) = c('y', paste('V', seq(1, dim(datx)[2]), sep='')) + inTraining = createDataPartition(data$y, p = ratio.training, list=FALSE) + train <- data[inTraining, ] + test <- data[-inTraining, ] + + # tune parameter with cross validation + hyper.grid <- expand.grid(mtry = mtry.grid, OOB_RMSE = 0) + for (i in 1:nrow(hyper.grid)){ + model = ranger::ranger(y ~., data = train, + num.trees=500, mtry=hyper.grid$mtry[i], + seed=seednum, importance = 'permutation') + hyper.grid$OOB_RMSE[i] = sqrt(model$prediction.error) + } + OOB = min(hyper.grid$OOB_RMSE) # out of bag error + position = which.min(hyper.grid$OOB_RMSE) + + # permutation test on tuned random forst model to obtain chosen features + if (method.perm == 'altmann'){ # for all data types + rf.model <- ranger::ranger(y ~., data=test, num.trees = num_trees, + mtry = hyper.grid$mtry[position], importance = 'permutation') + table = as.data.frame(importance_pvalues(rf.model, method = "altmann", + formula = y ~ ., data = test)) + } else if (method.perm == 'janitza'){ # for high dimensional data only + rf.model <- ranger::ranger(y ~., data=test, num.trees = num_trees, + mtry = hyper.grid$mtry[position], importance = 'impurity_corrected') + table = as.data.frame(importance_pvalues(rf.model, method = "janitza", + formula = y ~ ., data = test)) + } + + coef.chosen = which(table$pvalue < pval_thr) + + # if nothing been selected + if (identical(coef.chosen, integer(0))){ + coef.chosen = 0 + } + + # obtain additional prediction error to make comparable to other methods + pred_rf = predict(rf.model, test) + MSE <- mean((test$y - pred_rf$predictions)^2) + + result = list(mtry=mtry.grid[position], coef.chosen=coef.chosen, MSE=MSE, OOB=OOB, p.value=table$pvalue) + return(result) + +} + + +############################################################### +#### Compositional Lasso by Lin et al 2014 #################### +############################################################### +dyn.load("../../code_Lin/cvs/cdmm.dll") +source("../../code_Lin/cvs/cdmm.R") + +#' @title cons_lasso_cv +#' @description Does a K-fold cross-validation for elastic-net. +#' @param datx The input data matrix. +#' @param y The response variable. +#' @param seednum The seed number (default=31). +#' @param ratio.training The ratio of the whole data assigned for model training (default=0.8). +#' @return A list of compLasso model output including MSE, and selected features. + +cons_lasso_cv = function(datx, y, seednum, ratio.training=0.8){ + set.seed(seednum) + z = datx + n = length(y) + + itrn = sample(n, ratio.training*n) + itst = setdiff(1:n, itrn) + ans <- cv.cdmm(y[itrn], z[itrn, ], refit=TRUE) # proposed method (default: 10 fold CV) + bet <- ans$bet; int <- ans$int + pe <- mean((y[itst] - int - z[itst, ] %*% bet)^2) + + coef.chosen = which(bet != 0) # the first beta refer to 1st feature + MSE = pe + + result = list(MSE=MSE, coef.chosen=coef.chosen) + return(result) +} + +########################################################### +#### Lasso (double cv -- no validation set) ############### +########################################################### +lasso_double_cv = function(datx, y, seednum=31, family=family, fold.cv=10, lambda.grid){ + set.seed(seednum) + + ## double loop for cross-vlidation + flds <- caret::createFolds(y, k = fold.cv, list = TRUE, returnTrain = FALSE) + + ## outer loop for estimating MSE + MSE = STAB = matrix(rep(0, fold.cv * length(lambda.grid)), nrow=fold.cv) + rownames(MSE) = rownames(STAB) = paste('fold', seq(1:fold.cv), sep='') + colnames(MSE) = colnames(STAB) = paste('lambda', seq(1:length(lambda.grid)), sep='') + for (b in 1:fold.cv){ + idx.test = flds[[b]] + x.train = datx[-idx.test, ] + y.train = y[-idx.test] + x.test = datx[idx.test, ] + y.test = y[idx.test] + + fit = glmnet(x.train, y.train, family=family, alpha=1, lambda=lambda.grid) + pred.fit <- predict(fit, newx=x.test, s=lambda.grid, type='response') + MSE[b, ] <- colMeans((y.test - pred.fit)^2) + + ## inner loup for estimating stability + flds.inn <- createFolds(y.train, k = fold.cv, list = TRUE, returnTrain = FALSE) + stab.table.inn = list() + for (bb in 1:fold.cv){ + idx.test.inn = flds.inn[[bb]] + stab.x.train = x.train[-idx.test.inn, ] + stab.y.train = y.train[-idx.test.inn] + stab.x.test = x.train[idx.test.inn, ] + stab.y.test = y.train[idx.test.inn] + + fit.inn = glmnet(stab.x.train, stab.y.train, family=family, alpha=1, lambda=lambda.grid) + coef.fit.inn <- predict(fit.inn, newx=stab.x.test, s=lambda.grid, type='coefficients') + coef.chosen.table = as.matrix(coef.fit.inn) + coef.chosen.table = coef.chosen.table[-1, ] # no need of intercept + coef.chosen.table[coef.chosen.table != 0] = 1 # convert to binary table + coef.chosen.table[coef.chosen.table == 0] = 0 + colnames(coef.chosen.table) = paste('lambda', seq(1:length(lambda.grid)), sep='') + stab.table.inn[[bb]] = coef.chosen.table + } + + # calculate stability + table.tmp = matrix(rep(0, dim(datx)[2] * fold.cv), nrow=fold.cv) + for (i in 1:length(lambda.grid)){ + for (bb in 1:fold.cv){ + table.tmp[bb, ] = stab.table.inn[[bb]][, i] + } + STAB[b, i] = round(getStability(table.tmp)$stability, 2) + } + } + + result = list(lambda.grid=lambda.grid, MSE.list=MSE, STAB.list=STAB, MSE.value=colMeans(MSE), STAB.value=colMeans(STAB)) + return(result) +} + + +########################################################### +#### RF (double cv -- no validation set) ############### +########################################################### +randomForest_double_cv = function(datx, y, seednum=31, fold.cv=5, mtry.grid=10, num_trees=500, pval_thr=0.05){ + set.seed(seednum) + + ## double loop for cross-vlidation + data = as.data.frame(cbind(y, datx)) + colnames(data) = c('y', paste('V', seq(1, dim(datx)[2]), sep='')) + flds <- createFolds(data$y, k = fold.cv, list = TRUE, returnTrain = FALSE) + + ## outer loop for estimating MSE + MSE = STAB = matrix(rep(0, fold.cv * length(mtry.grid)), nrow=fold.cv) + rownames(MSE) = rownames(STAB) = paste('fold', seq(1:fold.cv), sep='') + colnames(MSE) = colnames(STAB) = paste('mtry', seq(1:length(mtry.grid)), sep='') + for (b in 1:fold.cv){ + idx.test = flds[[b]] + train <- data[-idx.test, ] + test <- data[idx.test, ] + + for (mtry in mtry.grid){ + fit = ranger(y ~., data = train, num.trees=500, mtry=mtry, seed=seednum, importance = 'permutation') + pred.fit <- predict(fit, test) + MSE[b, ] <- mean((test$y - pred.fit$predictions)^2) + } + + ## inner loup for estimating stability + flds.inn <- createFolds(train$y, k = fold.cv, list = TRUE, returnTrain = FALSE) + stab.table.inn = list() + for (bb in 1:fold.cv){ + idx.test.inn = flds.inn[[bb]] + stab.train <- train[-idx.test.inn, ] + stab.test <- train[idx.test.inn, ] + + coef.chosen.table = matrix(rep(0, dim(datx)[2] * length(mtry.grid)), ncol=length(mtry.grid)) + colnames(coef.chosen.table) = paste('mtry', seq(1:length(mtry.grid)), sep='') + idx = 0 + for (mtry in mtry.grid){ + idx = idx + 1 + fit.inn = ranger(y ~., data = stab.train, num.trees=500, mtry=mtry, seed=seednum, importance = 'permutation') + table = as.data.frame(importance_pvalues(fit.inn, method = "altmann", formula = y ~ ., data = stab.train)) + coef.chosen = which(table$pvalue < pval_thr) + coef.chosen.table[coef.chosen, idx] = 1 + stab.table.inn[[bb]] = coef.chosen.table + } + + } + + # calculate stability + table.tmp = matrix(rep(0, dim(datx)[2] * fold.cv), nrow=fold.cv) + for (i in 1:length(mtry.grid)){ + for (bb in 1:fold.cv){ + table.tmp[bb, ] = stab.table.inn[[bb]][, i] + } + STAB[b, i] = round(getStability(table.tmp)$stability, 2) + } + } + + result = list(mtry.grid=mtry.grid, MSE.list=MSE, STAB.list=STAB, MSE.value=colMeans(MSE), STAB.value=colMeans(STAB)) + return(result) + +} diff --git a/code_method/cv_method_binary_update.R b/code_method/cv_method_binary_update.R new file mode 100644 index 0000000..8da826f --- /dev/null +++ b/code_method/cv_method_binary_update.R @@ -0,0 +1,247 @@ +########################################### +#### methods for binary outcome ############# +########################################### +library(glmnet) +library(caret) +library(ranger) # faster random forest +library(pROC) # calculate ROC (need to load this library to avoid error) + +# general reference with caret on glmnet & random forest +## http://rstudio-pubs-static.s3.amazonaws.com/251240_12a8ecea8e144fada41120ddcf52b116.html + +# important note +## when training model on training set, as tuning parameters are set in final model, coefficient are chosen already +## use test set to predict the MSE +## as unclear how carret handle fitting and prediction, use carret only for parameter tuning in elastic net + +########################################### +#### Lasso (tune lambda) ################## +########################################### +lasso_cv = function(datx, y, seednum=31, family=family, ratio.training=0.8, fold.cv=10, + lambda.grid, lambda.choice='lambda.1se'){ + # seednum: the seed number + # ratio.training: the ratio of training set (parento principle training:test=8:2) + # lambda.grid: possible candidate values for tuning parameter Lambda + # fold.cv: n-fold cross validation + # lambda.choice: 'lambda.min' or 'lambda.1se' + + set.seed(seednum) + + # # split data into training and tests sets + nn <- length(y) + trn <- sample(1:nn, ratio.training*nn) + x.train <- datx[trn, ] + x.test <- datx[-trn, ] + y.train <- y[trn] + y.test <- y[-trn] + + # use cross-validation on training data & fit on test data + cv.fit <- cv.glmnet(x.train, y.train, family=family, alpha=1, lambda=lambda.grid, nfolds=fold.cv) + pred.fit <- predict(cv.fit, s=lambda.choice, newx=x.test, type='class') # predict class for binomial + + # covariates chosen + coef.fit <- predict(cv.fit, s=lambda.choice, newx=x.test, type='coefficients') + coef.chosen = which(coef.fit != 0) + coef.chosen = coef.chosen - 1 # index for 1 representing intercept + + pred.class <- as.numeric(pred.fit) + ROC <- pROC::roc(y.test, pred.class)$auc # in fact should be called "AUC" value instead of ROC + + + result = list(ROC=ROC, coef.chosen=coef.chosen) + return(result) +} + +########################################### +#### Elastic Net (tune lambda and alpha) ## +########################################### +# reference 1 (tune both parameters with caret) +## https://stats.stackexchange.com/questions/268885/tune-alpha-and-lambda-parameters-of-elastic-nets-in-an-optimal-way +# reference 2 (extract final model and prediction with caret) +## https://topepo.github.io/caret/model-training-and-tuning.html + + +elnet_cv = function(datx, y, seednum=31, alpha.grid, lambda.grid, family=family, + ratio.training=0.8, fold.cv=10){ + # seednum: the seed number + # ratio.training: the ratio of training set (parento principle training:test=8:2) + # alpha.grid: possible candidate values for tuning parameter alpha + # lambda.grid: possible candidate values for tuning parameter Lambda + # fold.cv: n-fold cross validation + + set.seed(seednum) + + # # split data into training and tests sets + nn <- length(y) + trn <- sample(1:nn, ratio.training*nn) + x.train <- datx[trn, ] + x.test <- datx[-trn, ] + y.train <- y[trn] + y.test <- y[-trn] + + #data.train = as.data.frame(cbind(y.train, x.train)) + data.train = data.frame(y.train, x.train) # avoid conversion of data types with binary response + colnames(data.train) = c('y', paste('V', seq(1, dim(datx)[2]), sep='')) + + # tune parameters with CV on training data with caret + trnCtrl <- trainControl(method = "cv", number = fold.cv) + srchGrid <- expand.grid(.alpha = alpha.grid, .lambda = lambda.grid) + + data.train$y = as.factor(data.train$y) + my_train <- train(y ~., data.train, + method = "glmnet", + tuneGrid = srchGrid, + trControl = trnCtrl) + + # fit the model with best tuning parameters on test data with glmnet + fit = glmnet(x.train, y.train, alpha=my_train$bestTune$alpha, + lambda=my_train$bestTune$lambda, family=family) + pred.fit <- predict(fit, x.test, type='class') # predict class for binomial + + # covariates chosen + coef.fit <- predict(fit, x.test, type='coefficients') + coef.chosen = which(coef.fit != 0) + coef.chosen = coef.chosen - 1 # index for 1 representing intercept + + # evaluate results + pred.class <- as.numeric(unlist(pred.fit)) + ROC <- pROC::roc(y.test, pred.class)$auc + + result = list(ROC=ROC, coef.chosen=coef.chosen) + #result = list(pred.fit=pred.fit, y.test=y.test) + return(result) +} + + +############################################################### +#### Random Forests (tune # variables at each random split #### +############################################################### +# reference on regression random forst +## https://uc-r.github.io/random_forests +# OOB error is different from test error (see above website) + + +randomForest_cv = function(datx, y, seednum=31, fold.cv=5, ratio.training=0.8, mtry.grid=10, num_trees=500, + pval_thr=0.05, method.perm='altmann'){ + # mtry: number of variables to randomly sample at each split + # num_trees: number of trees to grow in random forests + # pval_thr: threshold for permutation test + # note that permutation p-value can use "altmann method" for all types of data; 'Janita' for high-dimensitional data only + # ref on permutation methods: http://finzi.psych.upenn.edu/library/ranger/html/importance_pvalues.html + + set.seed(seednum) + + # split data into training and tests sets + #data = as.data.frame(cbind(y, datx)) + data = data.frame(y, datx) # avoid conversion of data types with binary response + colnames(data) = c('y', paste('V', seq(1, dim(datx)[2]), sep='')) + inTraining = createDataPartition(data$y, p = ratio.training, list=FALSE) + train <- data[inTraining, ] + test <- data[-inTraining, ] + + # tune parameter with cross validation + hyper.grid <- expand.grid(mtry = mtry.grid, OOB_RMSE = 0) + for (i in 1:nrow(hyper.grid)){ + model = ranger(y ~., data = train, + num.trees=500, mtry=hyper.grid$mtry[i], + seed=seednum, importance = 'permutation') + hyper.grid$OOB_RMSE[i] = sqrt(model$prediction.error) + } + OOB = min(hyper.grid$OOB_RMSE) # out of bag error + position = which.min(hyper.grid$OOB_RMSE) + + # permutation test on tuned random forst model to obtain chosen features + if (method.perm == 'altmann'){ # for all data types + rf.model <- ranger(y ~., data=test, num.trees = num_trees, + mtry = hyper.grid$mtry[position], importance = 'permutation') + table = as.data.frame(importance_pvalues(rf.model, method = "altmann", + formula = y ~ ., data = test)) + } else if (method.perm == 'janitza'){ # for high dimensional data only + rf.model <- ranger(y ~., data=test, num.trees = num_trees, + mtry = hyper.grid$mtry[position], importance = 'impurity_corrected') + table = as.data.frame(importance_pvalues(rf.model, method = "janitza", + formula = y ~ ., data = test)) + } + + coef.chosen = which(table$pvalue < pval_thr) + + # if nothing been selected + if (identical(coef.chosen, integer(0))){ + coef.chosen = 0 + } + + # predicted class: https://www.rdocumentation.org/packages/ranger/versions/0.12.1/topics/predict.ranger + pred_rf = predict(rf.model, test) + pred.class <- as.numeric(pred_rf$predictions) + ROC <- pROC::roc(test$y, pred.class)$auc + + + result = list(mtry=mtry.grid[position], coef.chosen=coef.chosen, ROC=ROC, OOB=OOB, p.value=table$pvalue) + return(result) + +} + + +# # ############################################################### +# # #### Generalized Compositional Lasso by Lu et al 2019 ######### +# # ############################################################### +dir_coda = '../code_coda/Microbiome-Variable-Selection-master/Microbiome_variable_selection_tutorial/' + +source(file = paste0(dir_coda, 'CoDA-Penalized-Regression/R/functions_coda_penalized_regression.R')) + +source(file = paste0(dir_coda, 'functions.R')) + +gen_cons_lasso_cv = function(datx, y, seednum=31, data.split=FALSE, + ratio.training=0.8, lambda.coda=seq(0.1, 0.2, 0.01)){ + # note that generalized compositional lasso do the X transformation within + # thus use sub$X instead of sub$Z for generalized compositonal lasso method + + set.seed(seednum) + colnames(datx) = paste('V', seq(1, dim(datx)[2]), sep='') + + if (data.split == TRUE){ + # # split data into training and tests sets + nn <- length(y) + trn <- sample(1:nn, ratio.training*nn) + x.train <- datx[trn, ] + x.test <- datx[-trn, ] + y.train <- y[trn] + y.test <- y[-trn] + + lambda_table <- lambdaRange_codalasso(X = x.train, y = y.train, + lambdaSeq = lambda.coda) + lambda_optimal <- lambda_table[which.max(lambda_table$prop.explained.dev), + 'lambda'] + codalasso_sim <- coda_logistic_lasso(X = x.test, y = y.test, + lambda = lambda_optimal) + ROC <- pROC::roc(y.test, codalasso_sim$`predicted class`)$auc + sim.results_codalasso <- coda_lasso_wrapper(result = codalasso_sim, + X = x.test) + coef.chosen = tidyr::extract_numeric(sim.results_codalasso$varSelect) + }else{ + lambda_table <- lambdaRange_codalasso(X = datx, y = y, + lambdaSeq = lambda.coda) + + # choose lambda explained most deviance (if several, choose smaller lambda) + lambda_optimal <- lambda_table[which.max(lambda_table$prop.explained.dev), + 'lambda'] + codalasso_sim <- coda_logistic_lasso(X = datx, y = y, + lambda = lambda_optimal) + ROC <- pROC::roc(y, codalasso_sim$`predicted class`)$auc + sim.results_codalasso <- coda_lasso_wrapper(result = codalasso_sim, + X = datx) + coef.chosen = tidyr::extract_numeric(sim.results_codalasso$varSelect) + } + + result = list(ROC=ROC, coef.chosen=coef.chosen) + return(result) +} + + + + + + + + + diff --git a/code_method/getStability.R b/code_method/getStability.R new file mode 100755 index 0000000..913a417 --- /dev/null +++ b/code_method/getStability.R @@ -0,0 +1,95 @@ +#' ## source code: https://github.com/nogueirs/JMLR2018/blob/master/R/getStability.R +#' @title getStability +#' @description Nogueira's stability measure from a binary matrix representing +#' feature selection results in M bootstrapped datasets using a machine-learning method. +#' @param X A binary matrix X of size M * p, where a row represents a feature set +#' (for one of M data sets) and a column represents the selection of a given +#' feature over all the M data sets. +#' @param alpha The level of significance (e.g. if alpha=0.05, we will get 95% +#' confidence intervals). It's an optional argument and is set to 5% by default. +#' @details +#' @return A list of stability measures is returned. The list inlcude stability, +#' the variance of statbility, the upper/lower bound of the (1-alpha) +#' confidence interval. +#' @examples +#' ## extreme cases example +#' d = 2 # number of features +#' M = 10 # number of bootstrap replicates +#' +#' ## case 1: when stability index undefined -- Z all zeros or all ones (Nogueria2018 p.13) +#' Z_all_missed = matrix(rep(0, M*d), nrow=M) # since K_bar = 0, thus SI undefined +#' getStability(Z_all_missed)$stability +#' +#' Z_all_selected = matrix(rep(1, M*d), nrow=M) # since K_bar = d = 3, thus SI underfined +#' getStability(Z_all_selected)$stability +#' +#' ## case 2: when stability index reaches maximum 1 -- each column of Z either all ones or all zeros (but not only zeros or only ones)(Nogueria2018 p.13) +#' # this was the case when we got the wrong SI almost 1 for soil datasets: since sampled dataset the same across all +#' d = 10 +#' for (i in 1: (d-1)){ +#' d_ones = sample(seq(1, d, 1), i) +#' Z_tmp = matrix(rep(0, M*d), nrow=M) +#' Z_tmp[, d_ones] = 1 # since Sf = 0 for all features, thus SI = 1 +#' SI = getStability(Z_tmp)$stability +#' print(i) +#' print(paste('SI:', SI, sep='')) +#' } +#' +#' ## case 3: when stability index near minimum 0 (appedix D: - 1/(M-1), but as M goes to infinity, minimum asymptotically 0) +#' ## when for each column of feature, it receives same numbers of 0 and 1 +#' d_alt = rep(c(0, 1), M/2) +#' Z_alt = matrix(rep(d_alt, d), ncol=d) +#' getStability(Z_alt)$stability # -0.1111111, which is - 1/(M-1) +# +#' d_alt_2 = c(rep(0, M/2), rep(1, M/2)) +#' Z_alt_2 = matrix(rep(d_alt_2, d), ncol=d) +#' getStability(Z_alt_2)$stability # -0.1111111, which is - 1/(M-1) +# +#' # when M goes to infinity +#' M = 10000 +#' d_alt = rep(c(0, 1), M/2) +#' Z_alt = matrix(rep(d_alt, d), ncol=d) +#' getStability(Z_alt)$stability # -0.00010001, very close to 0 +#' @export +getStability <- function(X, alpha=0.05) { +## the input X is a binary matrix of size M*d where: +## M is the number of bootstrap replicates +## d is the total number of features +## alpha is the level of significance (e.g. if alpha=0.05, we will get 95% confidence intervals) +## it's an optional argument and is set to 5% by default +### first we compute the stability + +M<-nrow(X) +d<-ncol(X) +hatPF<-colMeans(X) # selection probability of each feature +kbar<-sum(hatPF) +v_rand=(kbar/d)*(1-kbar/d) # kbar is the sum of selection probability on all features; v_rand is like the variance of bernoulli dist +stability<-1-(M/(M-1))*mean(hatPF*(1-hatPF))/v_rand ## this is the stability estimate + +## then we compute the variance of the estimate +ki<-rowSums(X) +phi_i<-rep(0,M) +for(i in 1:M){ + phi_i[i]<-(1/v_rand)*((1/d)*sum(X[i,]*hatPF)-(ki[i]*kbar)/d^2-(stability/2)*((2*kbar*ki[i])/d^2-ki[i]/d-kbar/d+1)) +} +phi_bar=mean(phi_i) +var_stab=(4/M^2)*sum((phi_i-phi_bar)^2) ## this is the variance of the stability estimate + +## then we calculate lower and upper limits of the confidence intervals +z<-qnorm(1-alpha/2) # this is the standard normal cumulative inverse at a level 1-alpha/2 +upper<-stability+z*sqrt(var_stab) ## the upper bound of the (1-alpha) confidence interval +lower<-stability-z*sqrt(var_stab) ## the lower bound of the (1-alpha) confidence interval + +return(list("stability"=stability,"variance"=var_stab,"lower"=lower,"upper"=upper)) + +} + + + + + + + + + + diff --git a/code_method/stab_data_applications.R b/code_method/stab_data_applications.R new file mode 100755 index 0000000..403a3d8 --- /dev/null +++ b/code_method/stab_data_applications.R @@ -0,0 +1,73 @@ +########################################################## +### estimate correlation between stability index ######### +########################################################## + +#source('cv_method.R') +#source('getStability.R') + +## set up parallel computing +library(foreach) +library(doParallel) +#numCores <- detectCores() - 2 # 6 cores +numCores <- detectCores() - 4 # for old computer +registerDoParallel(numCores) # use multicore, set to the number of our cores + +boot_stab = function(num_boot=100, dat_file, method, ratio.training=0.8, fold.cv=10, + family='gaussian', lambda.grid=exp(seq(-4, -2, 0.2)), alpha.grid=seq(0.1, 0.9, 0.1), + mtry.grid=seq(5, 25, 5), num_trees = 500, pval_thr = 0.05, method.perm='altmann'){ + + # load data + load(dat_file) + + # bootsrap with parallelization + results = foreach (i=1:num_boot) %dopar% { + print(paste('bootnum', i, sep=":")) + set.seed(i) # ensure each bootstrapped data is the same across methods + N = length(y) # number of samples + sample_ids = seq(1, N, 1) + + # bootstrapped samples + boot_ids = sample(sample_ids, size=N, replace=TRUE) + boot_taxa = taxa[boot_ids, ] + boot_mf = y[boot_ids] + + ## select features from lasso/elnet + if (method == 'compLasso'){ + result.lin = cons_lasso_cv(y=boot_mf, datx=boot_taxa, seednum=i, ratio.training=ratio.training) + output.lin = c(result.lin$MSE, result.lin$coef.chosen) + + } else if (method == 'RF'){ + result.rf = randomForest_cv(y=boot_mf, datx=boot_taxa, seednum=i, fold.cv=fold.cv, + num_trees=num_trees, mtry.grid = mtry.grid, pval_thr=pval_thr, method.perm=method.perm) + output.rf = c(result.rf$MSE, result.rf$coef.chosen) + + } else if (method == 'lasso'){ + result.lasso = lasso_cv(y=boot_mf, datx=boot_taxa, seednum=i,family=family, lambda.choice='lambda.1se', + ratio.training=ratio.training, fold.cv=fold.cv, lambda.grid=lambda.grid) + output.lasso = c(result.lasso$MSE, result.lasso$coef.chosen) + + } else if (method == 'elnet'){ + result.elnet = elnet_cv(y=boot_mf, datx=boot_taxa, seednum=i,family=family, alpha.grid=alpha.grid, + ratio.training=ratio.training, fold.cv=fold.cv, lambda.grid=lambda.grid) + output.elnet = c(result.elnet$MSE, result.elnet$coef.chosen) + } + } + + # reformat results + p = dim(taxa)[2] + stability_table = matrix(rep(0, num_boot * p), ncol=p) + results_mse = results_chosen = list() + for (b in 1:num_boot){ + results_mse[b] = results[[b]][1] + results_chosen[[b]] = results[[b]][-1] + stability_table[b, results_chosen[[b]]] = 1 + } + + stab_index = round(getStability(stability_table)$stability, 2) + MSE_mean = round(mean(unlist(results_mse), na.rm=T),2) + MSE_se = round(FSA::se(unlist(results_mse), na.rm=T),2) + + results_list=list(num_boot=num_boot, method=method, stab_index=stab_index, stab_table=stability_table, + results_chosen=results_chosen, lists_mse=results_mse, MSE_mean=MSE_mean, MSE_se=MSE_se) + +} diff --git a/code_method/stab_data_applications_binary.R b/code_method/stab_data_applications_binary.R new file mode 100644 index 0000000..cc5f907 --- /dev/null +++ b/code_method/stab_data_applications_binary.R @@ -0,0 +1,74 @@ +########################################################## +### estimate correlation between stability index ######### +########################################################## + +#source('cv_method_binary_update.R') +#source('getStability.R') + +## set up parallel computing +library(foreach) +library(doParallel) +#numCores <- detectCores() - 2 # 6 cores +numCores <- detectCores() - 4 # for old computer +registerDoParallel(numCores) # use multicore, set to the number of our cores + +boot_stab = function(num_boot=100, dat_file, method, ratio.training=0.8, fold.cv=10, + family='binomial', lambda.grid=exp(seq(-4, -2, 0.2)), alpha.grid=seq(0.1, 0.9, 0.1), + mtry.grid=seq(5, 25, 5), num_trees = 500, pval_thr = 0.05, method.perm='altmann', + lambda.coda=seq(0.1, 0.2, 0.01), data.split=FALSE){ + + # load data + load(dat_file) + + # bootsrap with parallelization + results = foreach (i=1:num_boot) %dopar% { + print(paste('bootnum', i, sep=":")) + set.seed(i) # ensure each bootstrapped data is the same across methods + N = length(y) # number of samples + sample_ids = seq(1, N, 1) + + # bootstrapped samples + boot_ids = sample(sample_ids, size=N, replace=TRUE) + boot_taxa = taxa[boot_ids, ] # log-transformed taxa relative abundance + boot_mf = y[boot_ids] + + ## select features from lasso/elnet + if (method == 'GenCompLasso'){ # use X instead of Z (log-transformed) + result.lin = gen_cons_lasso_cv(y=boot_mf, datx=exp(boot_taxa), seednum=i, ratio.training=ratio.training) + output.lin = c(result.lin$ROC, result.lin$coef.chosen) + + } else if (method == 'RF'){ + result.rf = randomForest_cv(y=boot_mf, datx=boot_taxa, seednum=i, fold.cv=fold.cv, + num_trees=num_trees, mtry.grid = mtry.grid, pval_thr=pval_thr, method.perm=method.perm) + output.rf = c(result.rf$ROC, result.rf$coef.chosen) + + } else if (method == 'lasso'){ + result.lasso = lasso_cv(y=boot_mf, datx=boot_taxa, seednum=i,family=family, lambda.choice='lambda.1se', + ratio.training=ratio.training, fold.cv=fold.cv, lambda.grid=lambda.grid) + output.lasso = c(result.lasso$ROC, result.lasso$coef.chosen) + + } else if (method == 'elnet'){ + result.elnet = elnet_cv(y=boot_mf, datx=boot_taxa, seednum=i,family=family, alpha.grid=alpha.grid, + ratio.training=ratio.training, fold.cv=fold.cv, lambda.grid=lambda.grid) + output.elnet = c(result.elnet$ROC, result.elnet$coef.chosen) + } + } + + # reformat results + p = dim(taxa)[2] + stability_table = matrix(rep(0, num_boot * p), ncol=p) + results_ROC = results_chosen = list() + for (b in 1:num_boot){ + results_ROC[b] = results[[b]][1] + results_chosen[[b]] = results[[b]][-1] + stability_table[b, results_chosen[[b]]] = 1 + } + + stab_index = round(getStability(stability_table)$stability, 2) + ROC_mean = round(mean(unlist(results_ROC), na.rm=T),2) + ROC_se = round(FSA::se(unlist(results_ROC), na.rm=T),2) + + results_list=list(num_boot=num_boot, method=method, stab_index=stab_index, stab_table=stability_table, + results_chosen=results_chosen, lists_ROC=results_ROC, ROC_mean=ROC_mean, ROC_se=ROC_se) + +} diff --git a/data_application/.DS_Store b/data_application/.DS_Store new file mode 100755 index 0000000000000000000000000000000000000000..d9bee96aa89ec8be9e745d48f774bdcda3e4f106 GIT binary patch literal 14340 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k__Bacteria;p__Proteobacteria;c__Alphaproteobacteria;o__Rhizobiales;f__Hyphomicrobiaceae;g__Rhodoplanes;s__ k__Bacteria;p__Actinobacteria;c__Actinobacteria;o__Actinomycetales;f__Nocardioidaceae;g__Nocardioides;s__ k__Bacteria;p__Bacteroidetes;c__Flavobacteriia;o__Flavobacteriales;f__Flavobacteriaceae;g__Flavobacterium;s__ k__Bacteria;p__Firmicutes;c__Clostridia;o__Clostridiales;f__Peptococcaceae;g__Desulfotomaculum;s__ k__Bacteria;p__Acidobacteria;c__Acidobacteriia;o__Acidobacteriales;f__Koribacteraceae;g__Candidatus Koribacter;s__ k__Bacteria;p__Proteobacteria;c__Betaproteobacteria;o__Burkholderiales;f__Comamonadaceae;g__Methylibium;s__ k__Bacteria;p__Proteobacteria;c__Alphaproteobacteria;o__Rhizobiales;f__Hyphomicrobiaceae;g__Rhodoplanes;s__ k__Bacteria;p__Firmicutes;c__Bacilli;o__Bacillales;f__Paenibacillaceae;g__Paenibacillus;s__chondroitinus k__Bacteria;p__Proteobacteria;c__Alphaproteobacteria;o__Rhodobacterales;f__Rhodobacteraceae;g__Rubellimicrobium;s__ k__Bacteria;p__Acidobacteria;c__Acidobacteriia;o__Acidobacteriales;f__Koribacteraceae;g__Candidatus Koribacter;s__ k__Bacteria;p__Proteobacteria;c__Gammaproteobacteria;o__Xanthomonadales;f__Xanthomonadaceae;g__Dyella;s__ k__Bacteria;p__Actinobacteria;c__Actinobacteria;o__Actinomycetales;f__Microbacteriaceae;g__Agromyces;s__ k__Bacteria;p__Proteobacteria;c__Alphaproteobacteria;o__Rhodospirillales;f__Rhodospirillaceae;g__Magnetospirillum;s__ k__Bacteria;p__Proteobacteria;c__Alphaproteobacteria;o__Rhizobiales;f__Hyphomicrobiaceae;g__Rhodoplanes;s__ k__Bacteria;p__Proteobacteria;c__Alphaproteobacteria;o__Rhizobiales;f__Rhodobiaceae;g__Afifella;s__ k__Bacteria;p__Actinobacteria;c__Actinobacteria;o__Actinomycetales;f__Streptomycetaceae;g__Streptomyces;s__ k__Bacteria;p__Bacteroidetes;c__[Saprospirae];o__[Saprospirales];f__Chitinophagaceae;g__Sediminibacterium;s__ k__Bacteria;p__Actinobacteria;c__Actinobacteria;o__Actinomycetales;f__Nocardioidaceae;g__Friedmanniella;s__ k__Bacteria;p__Proteobacteria;c__Deltaproteobacteria;o__Bdellovibrionales;f__Bdellovibrionaceae;g__Bdellovibrio;s__ k__Bacteria;p__Proteobacteria;c__Gammaproteobacteria;o__Xanthomonadales;f__Sinobacteraceae;g__Steroidobacter;s__ k__Bacteria;p__[Thermi];c__Deinococci;o__Deinococcales;f__Deinococcaceae;g__Deinococcus;s__ k__Bacteria;p__Proteobacteria;c__Betaproteobacteria;o__Burkholderiales;f__Comamonadaceae;g__Leptothrix;s__ k__Bacteria;p__Proteobacteria;c__Betaproteobacteria;o__Burkholderiales;f__Comamonadaceae;g__Polaromonas;s__ k__Bacteria;p__Bacteroidetes;c__Cytophagia;o__Cytophagales;f__Cytophagaceae;g__Adhaeribacter;s__ k__Bacteria;p__Proteobacteria;c__Alphaproteobacteria;o__Caulobacterales;f__Caulobacteraceae;g__Phenylobacterium;s__ k__Bacteria;p__Actinobacteria;c__Actinobacteria;o__Actinomycetales;f__Mycobacteriaceae;g__Mycobacterium;s__ k__Bacteria;p__Firmicutes;c__Bacilli;o__Bacillales;f__Paenibacillaceae;g__Paenibacillus;s__ k__Bacteria;p__Actinobacteria;c__Rubrobacteria;o__Rubrobacterales;f__Rubrobacteraceae;g__Rubrobacter;s__ k__Bacteria;p__Proteobacteria;c__Alphaproteobacteria;o__Sphingomonadales;f__Sphingomonadaceae;g__Sphingomonas;s__ k__Bacteria;p__Acidobacteria;c__Acidobacteriia;o__Acidobacteriales;f__Koribacteraceae;g__Candidatus Koribacter;s__ k__Bacteria;p__Proteobacteria;c__Alphaproteobacteria;o__Rhizobiales;f__Hyphomicrobiaceae;g__Pedomicrobium;s__ k__Bacteria;p__Proteobacteria;c__Alphaproteobacteria;o__Rhizobiales;f__Hyphomicrobiaceae;g__Rhodoplanes;s__ k__Bacteria;p__Proteobacteria;c__Alphaproteobacteria;o__Rhizobiales;f__Hyphomicrobiaceae;g__Pedomicrobium;s__ k__Bacteria;p__Actinobacteria;c__Actinobacteria;o__Actinomycetales;f__Micromonosporaceae;g__Couchioplanes;s__caeruleus k__Bacteria;p__Proteobacteria;c__Alphaproteobacteria;o__Rhizobiales;f__Hyphomicrobiaceae;g__Rhodoplanes;s__ k__Bacteria;p__Actinobacteria;c__Actinobacteria;o__Actinomycetales;f__Mycobacteriaceae;g__Mycobacterium;s__vaccae k__Bacteria;p__Firmicutes;c__Bacilli;o__Lactobacillales;f__Streptococcaceae;g__Lactococcus;s__ k__Bacteria;p__Proteobacteria;c__Gammaproteobacteria;o__Xanthomonadales;f__Xanthomonadaceae;g__Dokdonella;s__ k__Bacteria;p__Acidobacteria;c__Solibacteres;o__Solibacterales;f__Solibacteraceae;g__Candidatus Solibacter;s__ k__Bacteria;p__Proteobacteria;c__Deltaproteobacteria;o__[Entotheonellales];f__[Entotheonellaceae];g__Candidatus Entotheonella;s__ k__Bacteria;p__Proteobacteria;c__Alphaproteobacteria;o__Rhizobiales;f__Hyphomicrobiaceae;g__Rhodoplanes;s__ k__Bacteria;p__Proteobacteria;c__Alphaproteobacteria;o__Rhizobiales;f__Hyphomicrobiaceae;g__Rhodoplanes;s__ k__Bacteria;p__Proteobacteria;c__Deltaproteobacteria;o__Bdellovibrionales;f__Bdellovibrionaceae;g__Bdellovibrio;s__ k__Bacteria;p__Acidobacteria;c__Solibacteres;o__Solibacterales;f__Solibacteraceae;g__Candidatus Solibacter;s__ k__Bacteria;p__Proteobacteria;c__Alphaproteobacteria;o__Rickettsiales;f__mitochondria;g__Diplazium;s__pycnocarpon k__Bacteria;p__Proteobacteria;c__Gammaproteobacteria;o__Pseudomonadales;f__Moraxellaceae;g__Acinetobacter;s__ k__Bacteria;p__Proteobacteria;c__Betaproteobacteria;o__Burkholderiales;f__Comamonadaceae;g__Rubrivivax;s__ k__Bacteria;p__Proteobacteria;c__Alphaproteobacteria;o__Rhizobiales;f__Hyphomicrobiaceae;g__Rhodoplanes;s__ k__Bacteria;p__Acidobacteria;c__Solibacteres;o__Solibacterales;f__Solibacteraceae;g__Candidatus Solibacter;s__ k__Bacteria;p__Actinobacteria;c__Actinobacteria;o__Actinomycetales;f__Streptomycetaceae;g__Streptomyces;s__ k__Bacteria;p__Bacteroidetes;c__[Saprospirae];o__[Saprospirales];f__Chitinophagaceae;g__Flavisolibacter;s__ k__Bacteria;p__Acidobacteria;c__Acidobacteriia;o__Acidobacteriales;f__Koribacteraceae;g__Candidatus Koribacter;s__versatilis k__Bacteria;p__Proteobacteria;c__Alphaproteobacteria;o__Sphingomonadales;f__Sphingomonadaceae;g__Sphingobium;s__ k__Bacteria;p__Nitrospirae;c__Nitrospira;o__Nitrospirales;f__[Thermodesulfovibrionaceae];g__GOUTA19;s__ k__Bacteria;p__Proteobacteria;c__Betaproteobacteria;o__Burkholderiales;f__Oxalobacteraceae;g__Herminiimonas;s__ k__Bacteria;p__Firmicutes;c__Bacilli;o__Turicibacterales;f__Turicibacteraceae;g__Turicibacter;s__ k__Bacteria;p__Firmicutes;c__Clostridia;o__Clostridiales;f__Clostridiaceae;g__Clostridium;s__ k__Bacteria;p__Proteobacteria;c__Deltaproteobacteria;o__Bdellovibrionales;f__Bdellovibrionaceae;g__Bdellovibrio;s__bacteriovorus k__Bacteria;p__Proteobacteria;c__Alphaproteobacteria;o__Rhizobiales;f__Beijerinckiaceae;g__Beijerinckia;s__ k__Bacteria;p__Firmicutes;c__Bacilli;o__Bacillales;f__Planococcaceae;g__Sporosarcina;s__ginsengi k__Bacteria;p__Proteobacteria;c__Alphaproteobacteria;o__Rhizobiales;f__Hyphomicrobiaceae;g__Rhodoplanes;s__ k__Bacteria;p__Proteobacteria;c__Alphaproteobacteria;o__Rhizobiales;f__Hyphomicrobiaceae;g__Rhodoplanes;s__ k__Bacteria;p__Actinobacteria;c__Actinobacteria;o__Actinomycetales;f__Kineosporiaceae;g__Kineosporia;s__ k__Bacteria;p__Verrucomicrobia;c__[Spartobacteria];o__[Chthoniobacterales];f__[Chthoniobacteraceae];g__DA101;s__ k__Bacteria;p__Acidobacteria;c__Acidobacteriia;o__Acidobacteriales;f__Koribacteraceae;g__Candidatus Koribacter;s__ k__Bacteria;p__Proteobacteria;c__Gammaproteobacteria;o__Legionellales;f__Coxiellaceae;g__Aquicella;s__ k__Bacteria;p__Actinobacteria;c__Actinobacteria;o__Actinomycetales;f__Micromonosporaceae;g__Couchioplanes;s__ k__Bacteria;p__Actinobacteria;c__Actinobacteria;o__Actinomycetales;f__Streptomycetaceae;g__Streptomyces;s__rubrolavendulae k__Bacteria;p__Actinobacteria;c__Actinobacteria;o__Actinomycetales;f__Micromonosporaceae;g__Actinoplanes;s__toevensis k__Bacteria;p__Proteobacteria;c__Alphaproteobacteria;o__Rhizobiales;f__Rhizobiaceae;g__Sinorhizobium;s__ k__Bacteria;p__Actinobacteria;c__Actinobacteria;o__Actinomycetales;f__Microbacteriaceae;g__Salinibacterium;s__ k__Bacteria;p__Verrucomicrobia;c__Opitutae;o__Opitutales;f__Opitutaceae;g__Opitutus;s__ k__Bacteria;p__Verrucomicrobia;c__[Spartobacteria];o__[Chthoniobacterales];f__[Chthoniobacteraceae];g__DA101;s__ k__Bacteria;p__Proteobacteria;c__Alphaproteobacteria;o__Rhizobiales;f__Hyphomicrobiaceae;g__Rhodoplanes;s__ k__Bacteria;p__Actinobacteria;c__Actinobacteria;o__Actinomycetales;f__Microbacteriaceae;g__Microbacterium;s__ k__Bacteria;p__Proteobacteria;c__Betaproteobacteria;o__Burkholderiales;f__Comamonadaceae;g__Variovorax;s__paradoxus k__Bacteria;p__Proteobacteria;c__Alphaproteobacteria;o__Rhizobiales;f__Brucellaceae;g__Ochrobactrum;s__ k__Bacteria;p__Bacteroidetes;c__[Saprospirae];o__[Saprospirales];f__Chitinophagaceae;g__Segetibacter;s__ k__Bacteria;p__Proteobacteria;c__Deltaproteobacteria;o__Bdellovibrionales;f__Bdellovibrionaceae;g__Bdellovibrio;s__ k__Bacteria;p__Proteobacteria;c__Alphaproteobacteria;o__Rhizobiales;f__Rhizobiaceae;g__Rhizobium;s__leguminosarum k__Bacteria;p__Acidobacteria;c__Solibacteres;o__Solibacterales;f__Solibacteraceae;g__Candidatus Solibacter;s__ k__Bacteria;p__Proteobacteria;c__Alphaproteobacteria;o__Sphingomonadales;f__Sphingomonadaceae;g__Novosphingobium;s__ k__Bacteria;p__Firmicutes;c__Clostridia;o__Clostridiales;f__Clostridiaceae;g__Clostridium;s__bowmanii k__Bacteria;p__Gemmatimonadetes;c__Gemmatimonadetes;o__Gemmatimonadales;f__Gemmatimonadaceae;g__Gemmatimonas;s__ k__Bacteria;p__Proteobacteria;c__Alphaproteobacteria;o__Sphingomonadales;f__Sphingomonadaceae;g__Kaistobacter;s__ k__Bacteria;p__Proteobacteria;c__Alphaproteobacteria;o__Rhizobiales;f__Hyphomicrobiaceae;g__Rhodoplanes;s__ k__Bacteria;p__Proteobacteria;c__Betaproteobacteria;o__Burkholderiales;f__Oxalobacteraceae;g__Janthinobacterium;s__ k__Bacteria;p__Proteobacteria;c__Deltaproteobacteria;o__Desulfuromonadales;f__Geobacteraceae;g__Geobacter;s__ k__Bacteria;p__Actinobacteria;c__Actinobacteria;o__Actinomycetales;f__Nocardioidaceae;g__Friedmanniella;s__ k__Bacteria;p__Acidobacteria;c__Solibacteres;o__Solibacterales;f__Solibacteraceae;g__Candidatus Solibacter;s__ k__Bacteria;p__Acidobacteria;c__Solibacteres;o__Solibacterales;f__Solibacteraceae;g__Candidatus Solibacter;s__ k__Bacteria;p__Proteobacteria;c__Alphaproteobacteria;o__Rhizobiales;f__Hyphomicrobiaceae;g__Rhodoplanes;s__ k__Bacteria;p__Actinobacteria;c__Actinobacteria;o__Actinomycetales;f__Mycobacteriaceae;g__Mycobacterium;s__ k__Bacteria;p__Firmicutes;c__Bacilli;o__Bacillales;f__Bacillaceae;g__Bacillus;s__ k__Bacteria;p__Proteobacteria;c__Alphaproteobacteria;o__Sphingomonadales;f__Sphingomonadaceae;g__Kaistobacter;s__ k__Bacteria;p__Proteobacteria;c__Alphaproteobacteria;o__Rhizobiales;f__Hyphomicrobiaceae;g__Hyphomicrobium;s__ 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primer_read_group_tag region run_alias run_center run_date run_prefix samp_size sample_center sample_type_prep sequencing_meth study_center study_ref target_gene target_subfragment altitude annual_season_precpt annual_season_temp anonymized_name assigned_from_geo carb_nitro_ratio cmin_rate collection_date common_name country depth dna_extracted elevation env_biome env_feature env_matter host_subject_id latitude longitude ph physical_specimen_remaining project_name public sample_type silt_clay soil_moisture_deficit soil_type specific_location taxon_id texture title tot_org_carb tot_org_nitro Description ph2 ph3 ph4 ph_rounded +103.BZ1 ACACATGTCTAC CATGCTGCCTCCCGTAGGAGT BZ1_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX BZ1_V2 1 V2 0 BZ1_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 260 -2.9 BZ1 False 19.4 4.185 2008 soil metagenome GAZ:United States of America 0-0.05 True 300 ENVO:forest ENVO:forest soil ENVO:soil BZ1 64.8 -148.25 5.12 False lauber_88_soils True XXQIITAXX 80 132.6 gelisol Bonanza Creek LTER, AK USA 410658 silt loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 30.3 0.0 soil metagenome 26.2144 134.21772800000002 687.19476736 5_ +103.CR1 ACCACATACATC CATGCTGCCTCCCGTAGGAGT CR1_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX CR1_V2 1 V2 0 CR1_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 850 18.4 CR1 False 10.7 3.0780000000000003 2008 soil metagenome GAZ:United States of America 0-0.05 True 250 ENVO:Temperate grasslands ENVO:grassland soil ENVO:soil CR1 33.93333333 -97.23333333 8.0 False lauber_88_soils True XXQIITAXX 64 160.1 mollisol Coffey Ranch, TX USA 410658 loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 28.3 10.9 soil metagenome 64.0 512.0 4096.0 8_ +103.GB2 ACCTGTCTCTCT CATGCTGCCTCCCGTAGGAGT GB2_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX GB2_V2 1 V2 0 GB2_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 400 2.0 GB2 False 13.1 5.375 2008 soil metagenome GAZ:United States of America 0-0.05 True 3290 ENVO:forest ENVO:forest soil ENVO:soil GB2 39.31666667 -111.46666670000002 7.57 False lauber_88_soils True XXQIITAXX 65 -112.3 mollisol Great Basin Experimental Range, UT USA 410658 loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 68.9 0.0 soil metagenome 57.3049 433.79809300000005 3283.8515640100004 7_ +103.GB3 ACGACGTCTTAG CATGCTGCCTCCCGTAGGAGT GB3_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX GB3_V2 1 V2 0 GB3_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 400 2.0 GB3 False 14.3 6.244 2008 soil metagenome GAZ:United States of America 0-0.05 True 3270 ENVO:forest ENVO:forest soil ENVO:soil GB3 39.31666667 -111.48333329999998 7.18 False lauber_88_soils True XXQIITAXX 76 -112.3 mollisol Great Basin Experimental Range, UT USA 410658 clay loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 57.1 0.0 soil metagenome 51.5524 370.146232 2657.6499457599994 7_ +103.GB1 ACCTCGATCAGA CATGCTGCCTCCCGTAGGAGT GB1_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX GB1_V2 1 V2 0 GB1_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 400 2.0 GB1 False 12.2 6.098 2008 soil metagenome GAZ:United States of America 0-0.05 True 3750 ENVO:grassland ENVO:grassland soil ENVO:soil GB1 39.33333333 -111.45 6.84 False lauber_88_soils True XXQIITAXX 77 -112.3 mollisol Great Basin Experimental Range, UT USA 410658 clay loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 28.2 0.0 soil metagenome 46.7856 320.0135039999999 2188.89236736 6_ +103.GB5 ACGAGTGCTATC CATGCTGCCTCCCGTAGGAGT GB5_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX GB5_V2 1 V2 0 GB5_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 400 4.8 GB5 False 11.8 6.3389999999999995 2008 soil metagenome GAZ:United States of America 0-0.05 True 2160 ENVO:shrubland ENVO:shrubland ENVO:soil GB5 39.35 -111.58333329999999 8.22 False lauber_88_soils True XXQIITAXX 70 -47.4 mollisol Great Basin Experimental Range, UT USA 410658 silt loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 16.8 10.7 soil metagenome 67.56840000000001 555.4122480000002 4565.488678560001 8_ +103.CM1 ACATCACTTAGC CATGCTGCCTCCCGTAGGAGT CM1_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX CM1_V2 1 V2 0 CM1_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 850 18.5 CM1 False 12.4 2.043 2008 soil metagenome GAZ:United States of America 0-0.05 True 200 ENVO:Temperate grasslands ENVO:grassland soil ENVO:soil CM1 33.3 -96.23333333 7.85 False lauber_88_soils True XXQIITAXX 82 155.2 mollisol Clymer Meadow Preserve, TX USA 410658 silty clay Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 29.9 10.2 soil metagenome 61.6225 483.736625 3797.33250625 7_ +103.HJ1 ACGGATCGTCAG CATGCTGCCTCCCGTAGGAGT HJ1_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX HJ1_V2 1 V2 0 HJ1_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 2000 9.4 HJ1 False 36.6 5.079 2008 soil metagenome GAZ:United States of America 0-0.05 True 700 ENVO:Temperate broadleaf and mixed forest biome ENVO:forest soil ENVO:soil HJ1 44.21666667 -122.15 5.41 False lauber_88_soils True XXQIITAXX 41 -1507.0 andisol H.J. Andrews Experimental Forest, OR USA 410658 sandy loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 69.5 0.0 soil metagenome 29.2681 158.34042100000005 856.6216776100001 5_ +103.HJ2 ACGGTGAGTGTC CATGCTGCCTCCCGTAGGAGT HJ2_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX HJ2_V2 1 V2 0 HJ2_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 2000 9.4 HJ2 False 26.1 4.532 2008 soil metagenome GAZ:United States of America 0-0.05 True 700 ENVO:Temperate broadleaf and mixed forest biome ENVO:forest soil ENVO:soil HJ2 44.21666667 -122.15 5.36 False lauber_88_soils True XXQIITAXX 47 -1507.0 andisol H.J. Andrews Experimental Forest, OR USA 410658 sandy loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 76.1 0.0 soil metagenome 28.729600000000005 153.99065600000003 825.3899161600003 5_ +103.AR1 AACGCACGCTAG CATGCTGCCTCCCGTAGGAGT AR1_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX AR1_V2 1 V2 0 AR1_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 1400 23.0 AR1 False 8.98 4.3 2008 soil metagenome GAZ:Argentina 0-0.05 True 150 ENVO:Tropical humid forests ENVO:tropical soil ENVO:soil AR1 -27.73333333 -55.68333333 5.8 False lauber_88_soils True XXQIITAXX 80 -206.0 oxisol Misiones, Argentina 410658 clay Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 22.1 0.0 soil metagenome 33.64 195.112 1131.6496 5_ +103.AR2 AACTCGTCGATG CATGCTGCCTCCCGTAGGAGT AR2_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX AR2_V2 1 V2 0 AR2_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 1400 23.0 AR2 False 9.36 3.9 2008 soil metagenome GAZ:Argentina 0-0.05 True 150 ENVO:Tropical humid forests ENVO:tropical soil ENVO:soil AR2 -27.73333333 -55.68333333 6.0 False lauber_88_soils True XXQIITAXX 78 -206.0 oxisol Misiones, Argentina 410658 clay Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 21.7 0.0 soil metagenome 36.0 216.0 1296.0 6_ +103.AR3 AACTGTGCGTAC CATGCTGCCTCCCGTAGGAGT AR3_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX AR3_V2 1 V2 0 AR3_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 1400 23.0 AR3 False 9.844 4.5 2008 soil metagenome GAZ:Argentina 0-0.05 True 150 ENVO:Tropical humid forests ENVO:tropical soil ENVO:soil AR3 -27.73333333 -55.68333333 5.9 False lauber_88_soils True XXQIITAXX 82 -206.0 oxisol Misiones, Argentina 410658 clay Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 24.4 0.0 soil metagenome 34.81 205.37900000000005 1211.7361000000005 5_ +103.SF2 AGCACACCTACA CATGCTGCCTCCCGTAGGAGT SF2_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX SF2_V2 1 V2 0 SF2_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 250 13.0 SF2 False 8.14 4.0 2008 soil metagenome GAZ:United States of America 0-0.05 True 1500 ENVO:shrubland ENVO:shrubland ENVO:soil SF2 35.38333333 -105.93333329999999 8.38 False lauber_88_soils True XXQIITAXX 58 494.0 aridisol Santa Fe, NM USA 410658 clay loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 4.2 7.4 soil metagenome 70.22440000000002 588.4804720000002 4931.466355360002 8_ +103.SF1 AGATGTTCTGCT CATGCTGCCTCCCGTAGGAGT SF1_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX SF1_V2 1 V2 0 SF1_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 250 13.0 SF1 False 9.92 7.6 2008 soil metagenome GAZ:United States of America 0-0.05 True 1500 ENVO:shrubland ENVO:shrubland ENVO:soil SF1 35.38333333 -105.93333329999999 7.71 False lauber_88_soils True XXQIITAXX 60 494.0 aridisol Santa Fe, NM USA 410658 clay loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 14.2 6.9 soil metagenome 59.4441 458.31401100000005 3533.60102481 7_ +103.SN3 AGCGACTGTGCA CATGCTGCCTCCCGTAGGAGT SN3_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX SN3_V2 1 V2 0 SN3_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 600 3.6 SN3 False 13.9 6.289 2008 soil metagenome GAZ:United States of America 0-0.05 True 3000 ENVO:shrubland ENVO:shrubland ENVO:soil SN3 36.45 -118.16666670000001 5.74 False lauber_88_soils True XXQIITAXX 20 -251.6 inceptisol Sierra Nevada Mts., CA USA 410658 loamy sand Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 16.6 0.0 soil metagenome 32.9476 189.11922400000003 1085.5443457600004 5_ +103.SN1 AGCATATGAGAG CATGCTGCCTCCCGTAGGAGT SN1_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX SN1_V2 1 V2 0 SN1_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 600 3.6 SN1 False 22.0 12.995999999999999 2008 soil metagenome GAZ:United States of America 0-0.05 True 3000 ENVO:Temperate broadleaf and mixed forest biome ENVO:forest soil ENVO:soil SN1 36.45 -118.16666670000001 4.95 False lauber_88_soils True XXQIITAXX 20 -251.6 inceptisol Sierra Nevada Mts., CA USA 410658 loamy sand Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 42.5 0.0 soil metagenome 24.5025 121.287375 600.3725062500001 4_ +103.KP4 ACTAGCTCCATA CATGCTGCCTCCCGTAGGAGT KP4_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX KP4_V2 1 V2 0 KP4_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 835 12.5 KP4 False 13.892000000000001 16.0 2008 soil metagenome GAZ:United States of America 0-0.05 True 100 ENVO:shrubland ENVO:grassland soil ENVO:soil KP4 39.1 -96.6 7.1 False lauber_88_soils True XXQIITAXX 77 -80.5 mollisol Konza Prairie LTER, KS USA 410658 silt loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 39.8 0.0 soil metagenome 50.41 357.91099999999994 2541.1680999999994 7_ +103.TL3 AGGCTACACGAC CATGCTGCCTCCCGTAGGAGT TL3_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX TL3_V2 1 V2 0 TL3_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 400 -9.3 TL3 False 24.6 16.456 2008 soil metagenome GAZ:United States of America 0-0.05 True 894 ENVO:shrubland ENVO:shrubland ENVO:soil TL3 68.63333333 -149.58333330000005 4.23 False lauber_88_soils True XXQIITAXX 52 -211.8 gelisol Toolik Lake LTER, AK USA 410658 loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 53.9 0.0 soil metagenome 17.892900000000004 75.68696700000002 320.1558704100001 4_ +103.TL2 AGGACGCACTGT CATGCTGCCTCCCGTAGGAGT TL2_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX TL2_V2 1 V2 0 TL2_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 400 -9.3 TL2 False 16.6 12.092 2008 soil metagenome GAZ:United States of America 0-0.05 True 894 ENVO:shrubland ENVO:shrubland ENVO:soil TL2 68.63333333 -149.58333330000005 6.47 False lauber_88_soils True XXQIITAXX 61 -211.8 gelisol Toolik Lake LTER, AK USA 410658 silt loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 158.3 0.0 soil metagenome 41.8609 270.840023 1752.3349488099998 6_ +103.TL1 AGCTTGACAGCT CATGCTGCCTCCCGTAGGAGT TL1_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX TL1_V2 1 V2 0 TL1_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 400 -9.3 TL1 False 18.7 9.241 2008 soil metagenome GAZ:United States of America 0-0.05 True 894 ENVO:grassland ENVO:grassland soil ENVO:soil TL1 68.63333333 -149.58333330000005 4.58 False lauber_88_soils True XXQIITAXX 57 -211.8 gelisol Toolik Lake LTER, AK USA 410658 loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 70.2 0.0 soil metagenome 20.9764 96.071912 440.00935696000016 4_ +103.KP3 ACTACGTGTGGT CATGCTGCCTCCCGTAGGAGT KP3_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX KP3_V2 1 V2 0 KP3_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 835 12.5 KP3 False 17.7 1.9480000000000002 2008 soil metagenome GAZ:United States of America 0-0.05 True 100 ENVO:shrubland ENVO:shrubland ENVO:soil KP3 39.1 -96.6 7.92 False lauber_88_soils True XXQIITAXX 76 -80.5 mollisol Konza Prairie LTER, KS USA 410658 silt loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 68.9 0.0 soil metagenome 62.7264 496.793088 3934.60125696 7_ +103.MT2 ACTGTGACTTCA CATGCTGCCTCCCGTAGGAGT MT2_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX MT2_V2 1 V2 0 MT2_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 450 7.0 MT2 False 23.087 19.7 2008 soil metagenome GAZ:United States of America 0-0.05 True 1000 ENVO:forest ENVO:forest soil ENVO:soil MT2 46.8 -114.0 6.66 False lauber_88_soils True XXQIITAXX 35 70.0 inceptisol Missoula, MT USA 410658 sandy loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 39.1 0.0 soil metagenome 44.3556 295.408296 1967.41925136 6_ +103.MT1 ACTGTCGAAGCT CATGCTGCCTCCCGTAGGAGT MT1_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX MT1_V2 1 V2 0 MT1_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 450 7.0 MT1 False 16.007 26.9 2008 soil metagenome GAZ:United States of America 0-0.05 True 1000 ENVO:forest ENVO:forest soil ENVO:soil MT1 46.8 -114.0 7.57 False lauber_88_soils True XXQIITAXX 30 70.0 inceptisol Missoula, MT USA 410658 sandy loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 105.4 0.0 soil metagenome 57.3049 433.79809300000005 3283.8515640100004 7_ +103.VC1 AGGTGTGATCGC CATGCTGCCTCCCGTAGGAGT VC1_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX VC1_V2 1 V2 0 VC1_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 500 2.5 VC1 False 17.0 15.209000000000001 2008 soil metagenome GAZ:United States of America 0-0.05 True 2746 ENVO:forest ENVO:forest soil ENVO:soil VC1 35.9 -106.55 5.55 False lauber_88_soils True XXQIITAXX 41 -174.5 mollisol Valles Caldera, NM USA 410658 sandy loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 56.7 0.0 soil metagenome 30.8025 170.95387499999995 948.7940062499997 5_ +103.VC2 AGTACGCTCGAG CATGCTGCCTCCCGTAGGAGT VC2_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX VC2_V2 1 V2 0 VC2_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 500 2.5 VC2 False 11.5 6.265 2008 soil metagenome GAZ:United States of America 0-0.05 True 2733 ENVO:grassland ENVO:grassland soil ENVO:soil VC2 35.9 -106.55 5.99 False lauber_88_soils True XXQIITAXX 59 -174.5 mollisol Valles Caldera, NM USA 410658 loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 34.4 0.0 soil metagenome 35.88010000000001 214.92179900000002 1287.38157601 5_ +103.CL1 ACAGCAGTGGTC CATGCTGCCTCCCGTAGGAGT CL1_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX CL1_V2 1 V2 0 CL1_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 1250 15.9 CL1 False 19.6 4.6419999999999995 2008 soil metagenome GAZ:United States of America 0-0.05 True 150 ENVO:Temperate broadleaf and mixed forest biome ENVO:forest soil ENVO:soil CL1 34.61666667 -81.66666667 5.68 False lauber_88_soils True XXQIITAXX 35 -420.1 ultisol Calhoun Experimental Forest, SC USA 410658 sandy loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 23.3 0.0 soil metagenome 32.2624 183.25043200000002 1040.86245376 5_ +103.CL2 ACAGCTAGCTTG CATGCTGCCTCCCGTAGGAGT CL2_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX CL2_V2 1 V2 0 CL2_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 1250 15.9 CL2 False 12.8 4.07 2008 soil metagenome GAZ:United States of America 0-0.05 True 150 ENVO:Temperate grasslands ENVO:grassland soil ENVO:soil CL2 34.61666667 -81.66666667 5.57 False lauber_88_soils True XXQIITAXX 25 -420.1 ultisol Calhoun Experimental Forest, SC USA 410658 sandy loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 22.7 0.0 soil metagenome 31.0249 172.80869300000003 962.5444200100003 5_ +103.CL3 ACAGTGCTTCAT CATGCTGCCTCCCGTAGGAGT CL3_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX CL3_V2 1 V2 0 CL3_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 1250 15.9 CL3 False 24.3 4.145 2008 soil metagenome GAZ:United States of America 0-0.05 True 150 ENVO:Temperate broadleaf and mixed forest biome ENVO:forest soil ENVO:soil CL3 34.61666667 -81.66666667 4.89 False lauber_88_soils True XXQIITAXX 19 -420.1 ultisol Calhoun Experimental Forest, SC USA 410658 loamy sand Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 12.1 0.0 soil metagenome 23.912099999999995 116.93016899999998 571.7885264099998 4_ +103.CL4 ACAGTTGCGCGA CATGCTGCCTCCCGTAGGAGT CL4_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX CL4_V2 1 V2 0 CL4_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 1250 15.9 CL4 False 13.7 2.234 2008 soil metagenome GAZ:United States of America 0-0.05 True 150 ENVO:Temperate grasslands ENVO:grassland soil ENVO:soil CL4 34.61666667 -81.66666667 5.03 False lauber_88_soils True XXQIITAXX 36 -420.1 ultisol Calhoun Experimental Forest, SC USA 410658 sandy loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 17.1 0.0 soil metagenome 25.3009 127.26352700000002 640.1355408100002 5_ +103.SP1 AGCGAGCTATCT CATGCTGCCTCCCGTAGGAGT SP1_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX SP1_V2 1 V2 0 SP1_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 650 12.7 SP1 False 18.5 7.709 2008 soil metagenome GAZ:United States of America 0-0.05 True 650 ENVO:shrubland ENVO:shrubland ENVO:soil SP1 36.5 -118.7 6.25 False lauber_88_soils True XXQIITAXX 36 16.6 inceptisol Sequoia National Park, CA USA 410658 sandy loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 16.8 0.0 soil metagenome 39.0625 244.140625 1525.87890625 6_ +103.SP2 AGCGCTGATGTG CATGCTGCCTCCCGTAGGAGT SP2_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX SP2_V2 1 V2 0 SP2_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 750 3.6 SP2 False 15.9 6.535 2008 soil metagenome GAZ:United States of America 0-0.05 True 3215 ENVO:Temperate grasslands ENVO:grassland soil ENVO:soil SP2 36.61666667 -118.63333329999999 5.13 False lauber_88_soils True XXQIITAXX 24 -401.6 entisol Sequoia National Park, CA USA 410658 loamy sand Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 81.0 0.0 soil metagenome 26.3169 135.005697 692.57922561 5_ +103.MD4 ACTCTTCTAGAG CATGCTGCCTCCCGTAGGAGT MD4_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX MD4_V2 1 V2 0 MD4_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 150 21.0 MD4 False 5.6 0.184 2008 soil metagenome GAZ:United States of America 0-0.05 True 776 ENVO:shrubland ENVO:shrubland ENVO:soil MD4 35.2 -115.86666670000001 8.86 False lauber_88_soils True XXQIITAXX 47 1086.7 aridisol Mojave Desert, CA USA 410658 sandy loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 1.2 3.9 soil metagenome 78.49959999999999 695.5064559999997 6162.187200159999 8_ +103.MD5 ACTGACAGCCAT CATGCTGCCTCCCGTAGGAGT MD5_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX MD5_V2 1 V2 0 MD5_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 150 21.0 MD5 False 9.5 5.931 2008 soil metagenome GAZ:United States of America 0-0.05 True 776 ENVO:shrubland ENVO:shrubland ENVO:soil MD5 35.2 -115.86666670000001 8.07 False lauber_88_soils True XXQIITAXX 20 1086.7 aridisol Mojave Desert, CA USA 410658 loamy sand Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 5.7 1.8 soil metagenome 65.12490000000001 525.557943 4241.2526000100015 8_ +103.MD2 ACTCGATTCGAT CATGCTGCCTCCCGTAGGAGT MD2_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX MD2_V2 1 V2 0 MD2_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 150 21.0 MD2 False 8.8 1.97 2008 soil metagenome GAZ:United States of America 0-0.05 True 967 ENVO:shrubland ENVO:shrubland ENVO:soil MD2 34.9 -115.6 7.65 False lauber_88_soils True XXQIITAXX 26 1053.8 aridisol Mojave Desert, CA USA 410658 sandy loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 4.2 0.0 soil metagenome 58.52250000000001 447.69712500000014 3424.883006250001 7_ +103.SA2 AGATCGGCTCGA CATGCTGCCTCCCGTAGGAGT SA2_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX SA2_V2 1 V2 0 SA2_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 400 10.3 SA2 False 17.0 6.317 2008 soil metagenome GAZ:United States of America 0-0.05 True 1905 ENVO:shrubland ENVO:shrubland ENVO:soil SA2 35.36666667 -111.55 8.1 False lauber_88_soils True XXQIITAXX 8 198.1 entisol Sunset Crater, AZ USA 410658 sand Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 25.0 0.0 soil metagenome 65.61 531.4409999999998 4304.672099999999 8_ +103.SA1 AGATACACGCGC CATGCTGCCTCCCGTAGGAGT SA1_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX SA1_V2 1 V2 0 SA1_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 400 10.3 SA1 False 18.2 3.821 2008 soil metagenome GAZ:United States of America 0-0.05 True 1905 ENVO:forest ENVO:forest soil ENVO:soil SA1 35.36666667 -111.55 6.9 False lauber_88_soils True XXQIITAXX 9 198.1 entisol Sunset Crater, AZ USA 410658 sand Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 22.9 0.0 soil metagenome 47.61000000000001 328.50900000000007 2266.712100000001 6_ +103.SK1 AGCACGAGCCTA CATGCTGCCTCCCGTAGGAGT SK1_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX SK1_V2 1 V2 0 SK1_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 467 0.4 SK1 False 31.6767 5.8 2008 soil metagenome GAZ:United States of America 0-0.05 True 579 ENVO:forest ENVO:forest soil ENVO:soil SK1 53.9 -104.7 5.45 False lauber_88_soils True XXQIITAXX 21 -13.0 mollisol BOREAS site, Saskatchewan, Canada 410658 loamy sand Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 11.6 0.0 soil metagenome 29.7025 161.87862500000003 882.2385062500001 5_ +103.SK3 AGCAGTCGCGAT CATGCTGCCTCCCGTAGGAGT SK3_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX SK3_V2 1 V2 0 SK3_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 467 0.4 SK3 False 14.135 3.7 2008 soil metagenome GAZ:United States of America 0-0.05 True 601 ENVO:forest ENVO:forest soil ENVO:soil SK3 53.6 -106.2 5.83 False lauber_88_soils True XXQIITAXX 55 -13.0 mollisol BOREAS site, Saskatchewan, Canada 410658 loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 8.5 0.0 soil metagenome 33.9889 198.15528700000002 1155.2453232100004 5_ +103.SK2 AGCAGCACTTGT CATGCTGCCTCCCGTAGGAGT SK2_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX SK2_V2 1 V2 0 SK2_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 467 0.4 SK2 False 24.345 6.5 2008 soil metagenome GAZ:United States of America 0-0.05 True 601 ENVO:forest ENVO:forest soil ENVO:soil SK2 53.98333333 -105.2 6.18 False lauber_88_soils True XXQIITAXX 35 -13.0 mollisol BOREAS site, Saskatchewan, Canada 410658 sandy loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 24.9 0.0 soil metagenome 38.1924 236.02903199999997 1458.6594177599998 6_ +103.CO1 ACATGATCGTTC CATGCTGCCTCCCGTAGGAGT CO1_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX CO1_V2 1 V2 0 CO1_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 600 -3.0 CO1 False 19.1 4.477 2008 soil metagenome GAZ:United States of America 0-0.05 True 3800 ENVO:forest ENVO:forest soil ENVO:soil CO1 40.4 -105.7 6.13 False lauber_88_soils True XXQIITAXX 14 -308.8 inceptisol Fort Collins, CO USA 410658 sand Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 15.9 0.0 soil metagenome 37.5769 230.346397 1412.0234136099998 6_ +103.CO3 ACATTCAGCGCA CATGCTGCCTCCCGTAGGAGT CO3_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX CO3_V2 1 V2 0 CO3_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 322 9.3 CO3 False 11.7 2.443 2008 soil metagenome GAZ:United States of America 0-0.05 True 1500 ENVO:grassland ENVO:grassland soil ENVO:soil CO3 40.8 -104.83333329999999 6.02 False lauber_88_soils True XXQIITAXX 24 230.6 mollisol Shortgrass Steppe LTER, CO USA 410658 sandy loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 8.2 0.0 soil metagenome 36.2404 218.16720800000002 1313.3665921599995 6_ +103.CO2 ACATGTCACGTG CATGCTGCCTCCCGTAGGAGT CO2_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX CO2_V2 1 V2 0 CO2_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 350 6.1 CO2 False 31.8 9.222999999999999 2008 soil metagenome GAZ:United States of America 0-0.05 True 2400 ENVO:forest ENVO:forest soil ENVO:soil CO2 40.58333333 -105.33333329999999 5.68 False lauber_88_soils True XXQIITAXX 24 104.0 alfisol Fort Collins, CO USA 410658 sandy loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 18.1 0.0 soil metagenome 32.2624 183.25043200000002 1040.86245376 5_ +103.PE1 ACTTGTAGCAGC CATGCTGCCTCCCGTAGGAGT PE1_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX PE1_V2 1 V2 0 PE1_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 2100 10.0 PE1 False 13.887 32.2 2008 soil metagenome GAZ:Peru 0-0.05 True 3250 ENVO:Tropical humid forests ENVO:tropical soil ENVO:soil PE1 -13.08333333 -71.58333333 4.12 False lauber_88_soils True XXQIITAXX 35 -2500.0 inceptisol Manu National Park, Peru 410658 sandy loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 134.2 0.0 soil metagenome 16.9744 69.934528 288.1302553600001 4_ +103.PE2 AGAACACGTCTC CATGCTGCCTCCCGTAGGAGT PE2_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX PE2_V2 1 V2 0 PE2_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 2500 12.0 PE2 False 15.36 14.4 2008 soil metagenome GAZ:Peru 0-0.05 True 3250 ENVO:Tropical humid forests ENVO:tropical soil ENVO:soil PE2 -13.08333333 -71.58333333 4.11 False lauber_88_soils True XXQIITAXX 34 -2940.0 inceptisol Manu National Park, Peru 410658 sandy loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 57.4 0.0 soil metagenome 16.892100000000006 69.42653100000001 285.34304241000007 4_ +103.PE3 AGACCGTCAGAC CATGCTGCCTCCCGTAGGAGT PE3_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX PE3_V2 1 V2 0 PE3_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 5500 16.0 PE3 False 16.84 31.8 2008 soil metagenome GAZ:Peru 0-0.05 True 2750 ENVO:Tropical humid forests ENVO:tropical soil ENVO:soil PE3 -13.08333333 -71.58333333 4.25 False lauber_88_soils True XXQIITAXX 40 -3270.0 inceptisol Manu National Park, Peru 410658 sandy loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 130.9 0.0 soil metagenome 18.0625 76.765625 326.25390625 4_ +103.PE4 AGACGTGCACTG CATGCTGCCTCCCGTAGGAGT PE4_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX PE4_V2 1 V2 0 PE4_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 6200 17.0 PE4 False 18.45 15.5 2008 soil metagenome GAZ:Peru 0-0.05 True 2000 ENVO:Tropical humid forests ENVO:tropical soil ENVO:soil PE4 -13.08333333 -71.58333333 4.1 False lauber_88_soils True XXQIITAXX 32 -3700.0 inceptisol Manu National Park, Peru 410658 sandy loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 59.5 0.0 soil metagenome 16.81 68.92099999999998 282.5760999999999 4_ +103.PE5 AGACTGCGTACT CATGCTGCCTCCCGTAGGAGT PE5_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX PE5_V2 1 V2 0 PE5_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 5000 23.0 PE5 False 14.55 25.0 2008 soil metagenome GAZ:Peru 0-0.05 True 1750 ENVO:Tropical humid forests ENVO:tropical soil ENVO:soil PE5 -12.63333333 -71.26666667 3.57 False lauber_88_soils True XXQIITAXX 70 -1900.0 oxisol Manu National Park, Peru 410658 clay loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 93.6 0.0 soil metagenome 12.7449 45.499293 162.43247600999996 3_ +103.PE6 AGAGAGCAAGTG CATGCTGCCTCCCGTAGGAGT PE6_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX PE6_V2 1 V2 0 PE6_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 4000 25.0 PE6 False 10.12 13.4 2008 soil metagenome GAZ:Peru 0-0.05 True 860 ENVO:Tropical humid forests ENVO:tropical soil ENVO:soil PE6 -12.65 -71.23333333 4.12 False lauber_88_soils True XXQIITAXX 65 -1600.0 oxisol Manu National Park, Peru 410658 clay Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 33.4 0.0 soil metagenome 16.9744 69.934528 288.1302553600001 4_ +103.PE7 AGAGCAAGAGCA CATGCTGCCTCCCGTAGGAGT PE7_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX PE7_V2 1 V2 0 PE7_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 4000 25.0 PE7 False 11.21 16.7 2008 soil metagenome GAZ:Peru 0-0.05 True 440 ENVO:Tropical humid forests ENVO:tropical soil ENVO:soil PE7 -12.65 -71.23333333 5.51 False lauber_88_soils True XXQIITAXX 88 -1600.0 oxisol Manu National Park, Peru 410658 silty clay Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 63.8 0.0 soil metagenome 30.3601 167.28415099999995 921.7356720099997 5_ +103.BP1 ACACACTATGGC CATGCTGCCTCCCGTAGGAGT BP1_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX BP1_V2 1 V2 0 BP1_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 450 6.6 BP1 False 14.5 7.7360000000000015 2008 soil metagenome GAZ:United States of America 0-0.05 True 1100 ENVO:grassland ENVO:grassland soil ENVO:soil BP1 43.75 -102.3833333 7.53 False lauber_88_soils True XXQIITAXX 65 79.2 entisol Badlands National Park, SD USA 410658 silt loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 31.0 0.0 soil metagenome 56.7009 426.957777 3214.992060810001 7_ +103.DF1 ACCAGACGATGC CATGCTGCCTCCCGTAGGAGT DF1_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX DF1_V2 1 V2 0 DF1_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 1100 14.6 DF1 False 37.7 13.200999999999999 2008 soil metagenome GAZ:United States of America 0-0.05 True 163 ENVO:Temperate broadleaf and mixed forest biome ENVO:forest soil ENVO:soil DF1 35.96666667 -79.08333333 5.37 False lauber_88_soils True XXQIITAXX 43 -328.0 alfisol Duke Forest, NC USA 410658 sandy loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 27.8 0.0 soil metagenome 28.8369 154.854153 831.5668016100003 5_ +103.DF3 ACCGCAGAGTCA CATGCTGCCTCCCGTAGGAGT DF3_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX DF3_V2 1 V2 0 DF3_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 1100 14.6 DF3 False 25.8 4.149 2008 soil metagenome GAZ:United States of America 0-0.05 True 150 ENVO:Temperate broadleaf and mixed forest biome ENVO:forest soil ENVO:soil DF3 35.96666667 -79.08333333 5.05 False lauber_88_soils True XXQIITAXX 20 -328.0 alfisol Duke Forest, NC USA 410658 loamy sand Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 17.0 0.0 soil metagenome 25.5025 128.787625 650.3775062499999 5_ +103.DF2 ACCAGCGACTAG CATGCTGCCTCCCGTAGGAGT DF2_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX DF2_V2 1 V2 0 DF2_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 1100 14.6 DF2 False 18.3 20.410999999999998 2008 soil metagenome GAZ:United States of America 0-0.05 True 163 ENVO:Temperate broadleaf and mixed forest biome ENVO:forest soil ENVO:soil DF2 35.96666667 -79.08333333 6.84 False lauber_88_soils True XXQIITAXX 53 -328.0 alfisol Duke Forest, NC USA 410658 loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 54.5 0.0 soil metagenome 46.7856 320.0135039999999 2188.89236736 6_ +103.SR2 AGCTATCCACGA CATGCTGCCTCCCGTAGGAGT SR2_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX SR2_V2 1 V2 0 SR2_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 500 17.2 SR2 False 11.1 2.461 2008 soil metagenome GAZ:United States of America 0-0.05 True 300 ENVO:shrubland ENVO:shrubland ENVO:soil SR2 34.68333333 -120.03333329999998 8.0 False lauber_88_soils True XXQIITAXX 48 323.8 mollisol Sedgwick Reserve, CA USA 410658 sandy loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 14.6 0.0 soil metagenome 64.0 512.0 4096.0 8_ +103.BF2 AATCGTGACTCG CATGCTGCCTCCCGTAGGAGT BF2_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX BF2_V2 1 V2 0 BF2_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 1000 7.8 BF2 False 15.2 8.718 2008 soil metagenome GAZ:United States of America 0-0.05 True 390 ENVO:Temperate broadleaf and mixed forest biome ENVO:forest soil ENVO:soil BF2 41.58333333 -80.05 3.61 False lauber_88_soils True XXQIITAXX 56 -451.3 alfisol Bousson Forest, PA, USA 410658 loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 95.2 0.0 soil metagenome 13.0321 47.045881 169.83563040999996 3_ +103.BF1 AATCAGTCTCGT CATGCTGCCTCCCGTAGGAGT BF1_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX BF1_V2 1 V2 0 BF1_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 1000 7.8 BF1 False 13.7 7.019 2008 soil metagenome GAZ:United States of America 0-0.05 True 390 ENVO:Temperate broadleaf and mixed forest biome ENVO:forest soil ENVO:soil BF1 41.58333333 -80.05 4.05 False lauber_88_soils True XXQIITAXX 60 -451.3 alfisol Bousson Forest, PA, USA 410658 loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 64.4 0.0 soil metagenome 16.4025 66.43012499999999 269.04200625 4_ +103.SR1 AGCGTAGGTCGT CATGCTGCCTCCCGTAGGAGT SR1_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX SR1_V2 1 V2 0 SR1_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 500 17.2 SR1 False 11.1 6.119 2008 soil metagenome GAZ:United States of America 0-0.05 True 300 ENVO:shrubland ENVO:shrubland ENVO:soil SR1 34.7 -120.05 6.84 False lauber_88_soils True XXQIITAXX 55 323.8 mollisol Sedgwick Reserve, CA USA 410658 loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 45.9 0.0 soil metagenome 46.7856 320.0135039999999 2188.89236736 6_ +103.MD3 ACTCGCACAGGA CATGCTGCCTCCCGTAGGAGT MD3_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX MD3_V2 1 V2 0 MD3_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 150 21.0 MD3 False 6.8 0.927 2008 soil metagenome GAZ:United States of America 0-0.05 True 776 ENVO:shrubland ENVO:shrubland ENVO:soil MD3 34.9 -115.65 7.9 False lauber_88_soils True XXQIITAXX 19 1053.8 aridisol Mojave Desert, CA USA 410658 loamy sand Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 1.2 0.0 soil metagenome 62.41 493.039 3895.0081000000014 7_ +103.SR3 AGCTCCATACAG CATGCTGCCTCCCGTAGGAGT SR3_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX SR3_V2 1 V2 0 SR3_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 500 17.2 SR3 False 11.0 7.154 2008 soil metagenome GAZ:United States of America 0-0.05 True 300 ENVO:shrubland ENVO:shrubland ENVO:soil SR3 34.68333333 -120.05 6.95 False lauber_88_soils True XXQIITAXX 61 323.8 mollisol Sedgwick Reserve, CA USA 410658 loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 33.0 0.0 soil metagenome 48.3025 335.702375 2333.1315062500007 6_ +103.HF1 ACGATGCGACCA CATGCTGCCTCCCGTAGGAGT HF1_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX HF1_V2 1 V2 0 HF1_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 1100 7.0 HF1 False 22.5 14.412 2008 soil metagenome GAZ:United States of America 0-0.05 True 300 ENVO:Temperate broadleaf and mixed forest biome ENVO:forest soil ENVO:soil HF1 42.5 -72.16666667 4.25 False lauber_88_soils True XXQIITAXX 33 -483.9 inceptisol Harvard Forest, MA USA 410658 sandy loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 127.6 0.0 soil metagenome 18.0625 76.765625 326.25390625 4_ +103.CA2 ACACGGTGTCTA CATGCTGCCTCCCGTAGGAGT CA2_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX CA2_V2 1 V2 0 CA2_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 400 10.3 CA2 False 13.6 1.63 2008 soil metagenome GAZ:United States of America 0-0.05 True 2003 ENVO:shrubland ENVO:shrubland ENVO:soil CA2 36.05 -111.76666670000002 8.02 False lauber_88_soils True XXQIITAXX 74 198.1 alfisol Cedar Mtn. AZ, USA 410658 silt loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 21.5 0.0 soil metagenome 64.32039999999999 515.8496079999999 4137.113856159999 8_ +103.CA1 ACACGAGCCACA CATGCTGCCTCCCGTAGGAGT CA1_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX CA1_V2 1 V2 0 CA1_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 400 10.3 CA1 False 13.0 2.276 2008 soil metagenome GAZ:United States of America 0-0.05 True 2003 ENVO:forest ENVO:forest soil ENVO:soil CA1 36.05 -111.76666670000002 7.27 False lauber_88_soils True XXQIITAXX 73 198.1 alfisol Cedar Mtn. AZ, USA 410658 silt loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 16.7 0.0 soil metagenome 52.85289999999999 384.240583 2793.4290384099995 7_ +103.HF2 ACGCAACTGCTA CATGCTGCCTCCCGTAGGAGT HF2_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX HF2_V2 1 V2 0 HF2_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 1100 7.0 HF2 False 20.9 10.001 2008 soil metagenome GAZ:United States of America 0-0.05 True 300 ENVO:Temperate broadleaf and mixed forest biome ENVO:forest soil ENVO:soil HF2 42.5 -72.16666667 3.98 False lauber_88_soils True XXQIITAXX 38 -483.9 inceptisol Harvard Forest, MA USA 410658 sandy loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 95.5 0.0 soil metagenome 15.8404 63.044792 250.91827216 3_ +103.SB1 AGATCTCTGCAT CATGCTGCCTCCCGTAGGAGT SB1_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX SB1_V2 1 V2 0 SB1_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 550 15.0 SB1 False 16.9 7.166 2008 soil metagenome GAZ:United States of America 0-0.05 True 500 ENVO:shrubland ENVO:shrubland ENVO:soil SB1 34.46666667 -119.8 7.92 False lauber_88_soils True XXQIITAXX 54 152.8 inceptisol Santa Barbara, CA USA 410658 loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 26.5 0.0 soil metagenome 62.7264 496.793088 3934.60125696 7_ +103.CF2 ACAGACCACTCA CATGCTGCCTCCCGTAGGAGT CF2_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX CF2_V2 1 V2 0 CF2_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 1300 5.3 CF2 False 19.1 3.0 2008 soil metagenome GAZ:United States of America 0-0.05 True 800 ENVO:Temperate broadleaf and mixed forest biome ENVO:forest soil ENVO:soil CF2 41.93333333 -74.35 3.63 False lauber_88_soils True XXQIITAXX 28 -858.7 inceptisol Catskills, NY USA 410658 sandy loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 40.6 0.0 soil metagenome 13.1769 47.832147 173.63069360999995 3_ +103.CF3 ACAGAGTCGGCT CATGCTGCCTCCCGTAGGAGT CF3_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX CF3_V2 1 V2 0 CF3_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 1300 5.3 CF3 False 17.0 2.912 2008 soil metagenome GAZ:United States of America 0-0.05 True 800 ENVO:Temperate broadleaf and mixed forest biome ENVO:forest soil ENVO:soil CF3 42.11666667 -74.1 3.56 False lauber_88_soils True XXQIITAXX 77 -858.7 inceptisol Catskills, NY USA 410658 silt loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 43.3 0.0 soil metagenome 12.6736 45.118016 160.62013696 3_ +103.CF1 ACACTGTTCATG CATGCTGCCTCCCGTAGGAGT CF1_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX CF1_V2 1 V2 0 CF1_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 1300 5.3 CF1 False 13.6 2.266 2008 soil metagenome GAZ:United States of America 0-0.05 True 800 ENVO:Temperate broadleaf and mixed forest biome ENVO:forest soil ENVO:soil CF1 42.15833333 -74.25833333 3.92 False lauber_88_soils True XXQIITAXX 49 -858.7 inceptisol Catskills, NY USA 410658 loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 25.6 0.0 soil metagenome 15.3664 60.236288 236.12624896 3_ +103.JT1 ACGTTAGCACAC CATGCTGCCTCCCGTAGGAGT JT1_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX JT1_V2 1 V2 0 JT1_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 90 16.0 JT1 False 11.668 11.7 2008 soil metagenome GAZ:United States of America 0-0.05 True 1360 ENVO:shrubland ENVO:shrubland ENVO:soil JT1 33.96666667 -116.06666670000001 7.6 False lauber_88_soils True XXQIITAXX 18 1032.0 aridisol Joshua Tree National Park, CA USA 410658 loamy sand Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 6.9 0.0 soil metagenome 57.76 438.976 3336.2175999999995 7_ +103.IE1 ACGTACTCAGTG CATGCTGCCTCCCGTAGGAGT IE1_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX IE1_V2 1 V2 0 IE1_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 1200 8.6 IE1 False 11.8 7.5360000000000005 2008 soil metagenome GAZ:United States of America 0-0.05 True 75 ENVO:Temperate grasslands ENVO:grassland soil ENVO:soil IE1 41.8 -73.75 5.27 False lauber_88_soils True XXQIITAXX 49 -609.9 inceptisol Institute for Ecosystem Studies, NY USA 410658 sandy loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 27.0 0.0 soil metagenome 27.7729 146.36318299999996 771.3339744099997 5_ +103.IE2 ACGTCTGTAGCA CATGCTGCCTCCCGTAGGAGT IE2_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX IE2_V2 1 V2 0 IE2_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 1200 8.6 IE2 False 13.2 11.422 2008 soil metagenome GAZ:United States of America 0-0.05 True 75 ENVO:Temperate grasslands ENVO:grassland soil ENVO:soil IE2 41.8 -73.75 5.52 False lauber_88_soils True XXQIITAXX 49 -609.9 inceptisol Institute for Ecosystem Studies, NY USA 410658 sandy loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 40.7 0.0 soil metagenome 30.470399999999994 168.19660799999997 928.4452761599997 5_ +103.RT1 AGAGTAGCTAAG CATGCTGCCTCCCGTAGGAGT RT1_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX RT1_V2 1 V2 0 RT1_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 840 18.1 RT1 False 12.3 1.8519999999999999 2008 soil metagenome GAZ:United States of America 0-0.05 True 50 ENVO:shrubland ENVO:shrubland ENVO:soil RT1 31.46666667 -96.86666667 7.92 False lauber_88_soils True XXQIITAXX 82 134.5 mollisol USDA Grassland Research Center, Riesel, TX USA 410658 silty clay loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 39.4 18.0 soil metagenome 62.7264 496.793088 3934.60125696 7_ +103.RT2 AGAGTCCTGAGC CATGCTGCCTCCCGTAGGAGT RT2_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX RT2_V2 1 V2 0 RT2_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 840 18.1 RT2 False 12.0 1.646 2008 soil metagenome GAZ:United States of America 0-0.05 True 50 ENVO:Temperate grasslands ENVO:grassland soil ENVO:soil RT2 31.46666667 -96.86666667 8.07 False lauber_88_soils True XXQIITAXX 80 134.5 mollisol USDA Grassland Research Center, Riesel, TX USA 410658 silty clay loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 37.5 15.8 soil metagenome 65.12490000000001 525.557943 4241.2526000100015 8_ +103.CC1 ACACTAGATCCG CATGCTGCCTCCCGTAGGAGT CC1_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX CC1_V2 1 V2 0 CC1_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 720 5.8 CC1 False 14.5 4.204 2008 soil metagenome GAZ:United States of America 0-0.05 True 110 ENVO:Temperate grasslands ENVO:grassland soil ENVO:soil CC1 45.4 -93.2 6.06 False lauber_88_soils True XXQIITAXX 11 -143.3 inceptisol Cedar Creek LTER, MN USA 410658 sand Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 19.1 0.0 soil metagenome 36.7236 222.545016 1348.6227969599995 6_ +103.LQ1 ACTATTGTCACG CATGCTGCCTCCCGTAGGAGT LQ1_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX LQ1_V2 1 V2 0 LQ1_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 5000 19.3 LQ1 False 24.6 5.95 2008 soil metagenome GAZ:Puerto Rico 0-0.05 True 1000 ENVO:Tropical humid forests ENVO:tropical soil ENVO:soil LQ1 18.3 -65.83333333 4.89 False lauber_88_soils True XXQIITAXX 64 -4111.8 inceptisol Luquillo LTER, Puerto Rico 410658 silt loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 139.5 0.0 soil metagenome 23.912099999999995 116.93016899999998 571.7885264099998 4_ +103.LQ2 ACTCACGGTATG CATGCTGCCTCCCGTAGGAGT LQ2_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX LQ2_V2 1 V2 0 LQ2_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 3500 21.5 LQ2 False 13.0 7.816 2008 soil metagenome GAZ:Puerto Rico 0-0.05 True 400 ENVO:Tropical humid forests ENVO:tropical soil ENVO:soil LQ2 18.3 -65.83333333 5.03 False lauber_88_soils True XXQIITAXX 84 -2454.2 inceptisol Luquillo LTER, Puerto Rico 410658 silty clay loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 41.1 0.0 soil metagenome 25.3009 127.26352700000002 640.1355408100002 5_ +103.LQ3 ACTCAGATACTC CATGCTGCCTCCCGTAGGAGT LQ3_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX LQ3_V2 1 V2 0 LQ3_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 4500 20.5 LQ3 False 22.6 3.6860000000000004 2008 soil metagenome GAZ:Puerto Rico 0-0.05 True 700 ENVO:Tropical humid forests ENVO:tropical soil ENVO:soil LQ3 18.3 -65.83333333 4.67 False lauber_88_soils True XXQIITAXX 35 -3528.2 inceptisol Luquillo LTER, Puerto Rico 410658 sandy loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 64.1 0.0 soil metagenome 21.8089 101.847563 475.62811921 4_ +103.KP1 ACTACAGCCTAT CATGCTGCCTCCCGTAGGAGT KP1_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX KP1_V2 1 V2 0 KP1_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 835 12.5 KP1 False 13.6 4.324 2008 soil metagenome GAZ:United States of America 0-0.05 True 100 ENVO:Temperate grasslands ENVO:grassland soil ENVO:soil KP1 39.1 -96.6 6.37 False lauber_88_soils True XXQIITAXX 78 -80.5 mollisol Konza Prairie LTER, KS USA 410658 silt loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 61.2 0.0 soil metagenome 40.5769 258.474853 1646.4848136100006 6_ +103.MP2 ACTGTACGCGTA CATGCTGCCTCCCGTAGGAGT MP2_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX MP2_V2 1 V2 0 MP2_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 2200 8.8 MP2 False 18.3 7.1160000000000005 2008 soil metagenome GAZ:United States of America 0-0.05 True 1300 ENVO:Temperate broadleaf and mixed forest biome ENVO:forest soil ENVO:soil MP2 49.46666667 -123.53333329999998 4.38 False lauber_88_soils True XXQIITAXX 42 -1720.6 inceptisol Mary's Peak, OR USA 410658 sandy loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 98.7 0.0 soil metagenome 19.1844 84.027672 368.04120336 4_ +103.MP1 ACTGATCCTAGT CATGCTGCCTCCCGTAGGAGT MP1_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX MP1_V2 1 V2 0 MP1_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 2200 8.8 MP1 False 14.7 5.636 2008 soil metagenome GAZ:United States of America 0-0.05 True 1300 ENVO:Temperate grasslands ENVO:grassland soil ENVO:soil MP1 49.46666667 -123.53333329999998 4.56 False lauber_88_soils True XXQIITAXX 41 -1720.6 inceptisol Mary's Peak, OR USA 410658 sandy loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 107.0 0.0 soil metagenome 20.7936 94.81881599999996 432.37380095999987 4_ +103.IT2 ACGTGCCGTAGA CATGCTGCCTCCCGTAGGAGT IT2_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX IT2_V2 1 V2 0 IT2_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 750 3.0 IT2 False 23.0 16.003 2008 soil metagenome GAZ:United States of America 0-0.05 True 550 ENVO:Temperate broadleaf and mixed forest biome ENVO:forest soil ENVO:soil IT2 47.18333333 -95.16666667 5.42 False lauber_88_soils True XXQIITAXX 19 -262.1 spodosol Itasca Lake State Park, MN USA 410658 loamy sand Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 39.1 0.0 soil metagenome 29.3764 159.22008799999998 862.97287696 5_ +103.IT1 ACGTGAGAGAAT CATGCTGCCTCCCGTAGGAGT IT1_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX IT1_V2 1 V2 0 IT1_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 750 3.0 IT1 False 22.5 16.079 2008 soil metagenome GAZ:United States of America 0-0.05 True 550 ENVO:Temperate broadleaf and mixed forest biome ENVO:forest soil ENVO:soil IT1 47.16666667 -95.16666667 5.78 False lauber_88_soils True XXQIITAXX 27 -262.1 spodosol Itasca Lake State Park, MN USA 410658 sandy loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 63.1 0.0 soil metagenome 33.4084 193.100552 1116.1211905600003 5_ +103.SV2 AGCTGACTAGTC CATGCTGCCTCCCGTAGGAGT SV2_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX SV2_V2 1 V2 0 SV2_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 210 13.5 SV2 False 4.6 1.403 2008 soil metagenome GAZ:United States of America 0-0.05 True 1480 ENVO:grassland ENVO:grassland soil ENVO:soil SV2 34.33333333 -106.73333329999998 8.44 False lauber_88_soils True XXQIITAXX 20 443.6 aridisol Sevilleta LTER, NM USA 410658 loamy sand Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 2.3 4.0 soil metagenome 71.2336 601.2115839999999 5074.225768959999 8_ +103.BB2 AAGCTGCAGTCG CATGCTGCCTCCCGTAGGAGT BB2_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX BB2_V2 1 V2 0 BB2_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 1200 6.1 BB2 False 21.4 2.2230000000000003 2008 soil metagenome GAZ:United States of America 0-0.05 True 400 ENVO:Temperate broadleaf and mixed forest biome ENVO:forest soil ENVO:soil BB2 44.86666667 -68.1 4.6 False lauber_88_soils True XXQIITAXX 44 -680.2 spodosol Bear Brook, ME, USA 410658 sandy loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 52.2 0.0 soil metagenome 21.16 97.33599999999998 447.74559999999985 4_ +103.BB1 AAGAGATGTCGA CATGCTGCCTCCCGTAGGAGT BB1_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX BB1_V2 1 V2 0 BB1_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 1200 6.1 BB1 False 20.5 4.3 2008 soil metagenome GAZ:United States of America 0-0.05 True 400 ENVO:Tropical humid forests ENVO:forest soil ENVO:soil BB1 44.87 -68.1 4.3 False lauber_88_soils True XXQIITAXX 41 -680.2 spodosol Bear Brook, ME 410658 sandy loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 12.84 0.0 soil metagenome 18.49 79.50699999999998 341.8801 4_ +103.SV1 AGCTCTCAGAGG CATGCTGCCTCCCGTAGGAGT SV1_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX SV1_V2 1 V2 0 SV1_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 210 13.5 SV1 False 5.0 2.036 2008 soil metagenome GAZ:United States of America 0-0.05 True 1480 ENVO:shrubland ENVO:shrubland ENVO:soil SV1 34.33333333 -106.73333329999998 8.31 False lauber_88_soils True XXQIITAXX 22 443.6 aridisol Sevilleta LTER, NM USA 410658 sandy loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 3.0 5.3 soil metagenome 69.05610000000001 573.8561910000002 4768.744947210002 8_ +103.HI4 ACGCTCATGGAT CATGCTGCCTCCCGTAGGAGT HI4_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX HI4_V2 1 V2 0 HI4_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 1500 22.8 HI4 False 15.1 22.822 2008 soil metagenome GAZ:United States of America 0-0.05 True 1500 ENVO:Tropical and subtropical grasslands, savannas, and shrubland biome ENVO:grassland soil ENVO:soil HI4 20.08333333 -155.7 4.92 False lauber_88_soils True XXQIITAXX 52 -392.4 andisol Kohala Peninsula, HI USA 410658 loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 108.2 0.0 soil metagenome 24.2064 119.09548799999999 585.94980096 4_ +103.HI1 ACGCGATACTGG CATGCTGCCTCCCGTAGGAGT HI1_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX HI1_V2 1 V2 0 HI1_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 250 22.8 HI1 False 11.8 0.529 2008 soil metagenome GAZ:United States of America 0-0.05 True 700 ENVO:Tropical and subtropical grasslands, savannas, and shrubland biome ENVO:grassland soil ENVO:soil HI1 20.08333333 -155.7 6.45 False lauber_88_soils True XXQIITAXX 58 857.6 aridisol Kohala Peninsula, HI USA 410658 loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 11.4 0.0 soil metagenome 41.6025 268.33612500000004 1730.76800625 6_ +103.HI2 ACGCGCAGATAC CATGCTGCCTCCCGTAGGAGT HI2_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX HI2_V2 1 V2 0 HI2_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 750 22.8 HI2 False 11.0 11.805 2008 soil metagenome GAZ:United States of America 0-0.05 True 1000 ENVO:Tropical and subtropical grasslands, savannas, and shrubland biome ENVO:grassland soil ENVO:soil HI2 20.08333333 -155.7 6.32 False lauber_88_soils True XXQIITAXX 36 357.6 andisol Kohala Peninsula, HI USA 410658 sandy loam Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 158.8 0.0 soil metagenome 39.942400000000006 252.43596800000003 1595.3953177600006 6_ +103.HI3 ACGCTATCTGGA CATGCTGCCTCCCGTAGGAGT HI3_V2 True lauber_88_soils CCME bacterial biogeography Pyrosequencing_based_assessment_of_soil_pH_as_a_predictor_of_soil_bacterial_community_structure_at_the_continental_scale Engencore TCAG 19502440 CA FWD:GCCTTGCCAGCCCGCTCAGTCAGAGTTTGATCCTGGCTCAG;REV:CATGCTGCCTCCCGTAGGAGT False FLX HI3_V2 1 V2 0 HI3_V2 CCME 5/28/08 FA6P1OK 0.5, g CCME XXQIITAXX pyrosequencing CCME lauber_88_soils 16S rRNA V2 0 1000 22.8 HI3 False 11.2 13.285 2008 soil metagenome GAZ:United States of America 0-0.05 True 1500 ENVO:Tropical and subtropical grasslands, savannas, and shrubland biome ENVO:grassland soil ENVO:soil HI3 20.08333333 -155.7 6.53 False lauber_88_soils True XXQIITAXX 25 107.6 andisol Kohala Peninsula, HI USA 410658 loamy sand Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale 182.4 0.0 soil metagenome 42.6409 278.445077 1818.24635281 6_ diff --git a/data_application/88soils/88soils_taxonomy.txt b/data_application/88soils/88soils_taxonomy.txt new file mode 100755 index 0000000..edba93e --- /dev/null +++ b/data_application/88soils/88soils_taxonomy.txt @@ -0,0 +1,7397 @@ +Feature ID Taxon +1000512 k__Bacteria;p__Actinobacteria;c__Thermoleophilia;o__Gaiellales;f__Gaiellaceae;g__;s__ +1000547 k__Bacteria;p__Firmicutes;c__Bacilli;o__Lactobacillales;f__Streptococcaceae;g__Streptococcus;s__ +1000654 k__Bacteria;p__Bacteroidetes;c__Sphingobacteriia;o__Sphingobacteriales;f__Sphingobacteriaceae;g__;s__ +1000757 k__Bacteria;p__Proteobacteria;c__Alphaproteobacteria;o__Rhizobiales;f__Bradyrhizobiaceae;g__;s__ +1000876 k__Bacteria;p__Actinobacteria;c__Actinobacteria;o__Actinomycetales;f__Nocardioidaceae;g__Nocardioides;s__ +1001333 k__Bacteria;p__Acidobacteria;c__Holophagae;o__Holophagales;f__Holophagaceae;g__;s__ +100169 k__Bacteria;p__Acidobacteria;c__Solibacteres;o__Solibacterales;f__Solibacteraceae;g__;s__ +1001960 k__Bacteria;p__Verrucomicrobia;c__[Pedosphaerae];o__[Pedosphaerales];f__;g__;s__ +1001967 k__Bacteria;p__Bacteroidetes;c__[Saprospirae];o__[Saprospirales];f__Chitinophagaceae;g__;s__ +1002658 k__Bacteria;p__Bacteroidetes;c__[Saprospirae];o__[Saprospirales];f__Chitinophagaceae;g__;s__ +100307 k__Bacteria;p__Proteobacteria;c__Gammaproteobacteria;o__Xanthomonadales;f__Sinobacteraceae;g__;s__ +1003206 k__Bacteria;p__Proteobacteria;c__Alphaproteobacteria;o__Sphingomonadales;f__Sphingomonadaceae;g__Sphingomonas;s__ +1004666 k__Bacteria;p__Proteobacteria;c__Deltaproteobacteria;o__Bdellovibrionales;f__Bdellovibrionaceae;g__Bdellovibrio;s__ +100543 k__Bacteria;p__Proteobacteria;c__Betaproteobacteria;o__Rhodocyclales;f__Rhodocyclaceae;g__Propionivibrio;s__ +1006099 k__Bacteria;p__Bacteroidetes;c__Sphingobacteriia;o__Sphingobacteriales;f__;g__;s__ +1006382 k__Bacteria;p__Bacteroidetes;c__Sphingobacteriia;o__Sphingobacteriales;f__;g__;s__ +100640 k__Bacteria;p__Proteobacteria;c__Betaproteobacteria;o__IS-44;f__;g__;s__ +1007278 k__Bacteria;p__Gemmatimonadetes;c__Gemm-3;o__;f__;g__;s__ +1007490 k__Bacteria;p__Proteobacteria;c__Betaproteobacteria;o__SC-I-84;f__;g__;s__ +100793 k__Bacteria;p__Proteobacteria;c__Alphaproteobacteria;o__Rhizobiales;f__Bradyrhizobiaceae;g__Bosea;s__genosp. +1008207 k__Bacteria;p__Proteobacteria;c__Deltaproteobacteria;o__Myxococcales;f__;g__;s__ +1009307 k__Bacteria;p__Bacteroidetes;c__Flavobacteriia;o__Flavobacteriales;f__Flavobacteriaceae;g__Flavobacterium;s__ +100933 k__Bacteria;p__TM7;c__SC3;o__;f__;g__;s__ +1009427 k__Bacteria;p__Firmicutes;c__Clostridia;o__Clostridiales;f__Clostridiaceae;g__Clostridium;s__ +1009440 k__Bacteria;p__Proteobacteria;c__Alphaproteobacteria;o__Caulobacterales;f__Caulobacteraceae;g__;s__ +1009717 k__Bacteria;p__Actinobacteria;c__Thermoleophilia;o__Gaiellales;f__Gaiellaceae;g__;s__ +1011216 k__Bacteria;p__Actinobacteria;c__Acidimicrobiia;o__Acidimicrobiales;f__EB1017;g__;s__ +1011380 k__Bacteria;p__Actinobacteria;c__Thermoleophilia;o__Solirubrobacterales;f__Conexibacteraceae;g__;s__ +1011476 k__Bacteria;p__Actinobacteria;c__Acidimicrobiia;o__Acidimicrobiales;f__C111;g__;s__ +1011906 k__Bacteria;p__Bacteroidetes;c__Bacteroidia;o__Bacteroidales;f__SB-1;g__;s__ +1012112 k__Bacteria;p__Actinobacteria;c__Thermoleophilia;o__Solirubrobacterales;f__Solirubrobacteraceae;g__;s__ +101218 k__Bacteria;p__Proteobacteria;c__Gammaproteobacteria;o__Legionellales;f__Coxiellaceae;g__;s__ +1012195 k__Bacteria;p__Bacteroidetes;c__[Saprospirae];o__[Saprospirales];f__Chitinophagaceae;g__Segetibacter;s__ +1012668 k__Bacteria;p__Actinobacteria;c__Acidimicrobiia;o__Acidimicrobiales;f__EB1017;g__;s__ +101293 k__Bacteria;p__Bacteroidetes;c__Flavobacteriia;o__Flavobacteriales;f__[Weeksellaceae];g__Chryseobacterium;s__ +1013060 k__Bacteria;p__Actinobacteria;c__Acidimicrobiia;o__Acidimicrobiales;f__EB1017;g__;s__ +1013589 k__Bacteria;p__Bacteroidetes;c__Cytophagia;o__Cytophagales;f__Cytophagaceae;g__Larkinella;s__ +1013954 k__Bacteria;p__Bacteroidetes;c__[Saprospirae];o__[Saprospirales];f__Chitinophagaceae;g__;s__ +1013967 k__Bacteria;p__Actinobacteria;c__Thermoleophilia;o__Gaiellales;f__Gaiellaceae;g__;s__ +1014728 k__Bacteria;p__Bacteroidetes;c__Sphingobacteriia;o__Sphingobacteriales;f__Sphingobacteriaceae;g__;s__ +101542 k__Bacteria;p__Proteobacteria;c__Alphaproteobacteria;o__Rhizobiales;f__Hyphomicrobiaceae;g__Rhodoplanes;s__ +1016118 k__Bacteria;p__Proteobacteria;c__Deltaproteobacteria;o__Myxococcales;f__;g__;s__ +1017021 k__Bacteria;p__Proteobacteria;c__TA18;o__PHOS-HD29;f__;g__;s__ +1018122 k__Bacteria;p__Actinobacteria;c__Actinobacteria;o__Actinomycetales;f__;g__;s__ +1018359 k__Bacteria;p__Bacteroidetes;c__Cytophagia;o__Cytophagales;f__Cytophagaceae;g__Dyadobacter;s__ +101868 k__Bacteria;p__Verrucomicrobia;c__[Spartobacteria];o__[Chthoniobacterales];f__[Chthoniobacteraceae];g__DA101;s__ +101884 k__Bacteria;p__Proteobacteria;c__Betaproteobacteria;o__;f__;g__;s__ +101901 k__Bacteria;p__TM7;c__TM7-3;o__;f__;g__;s__ +1019326 k__Bacteria;p__WS3;c__PRR-12;o__Sediment-1;f__;g__;s__ +1019914 k__Bacteria;p__Bacteroidetes;c__Cytophagia;o__Cytophagales;f__Cytophagaceae;g__;s__ +1020625 k__Bacteria;p__Firmicutes;c__Clostridia;o__Clostridiales;f__Peptostreptococcaceae;g__;s__ +1021365 k__Bacteria;p__Armatimonadetes;c__Chthonomonadetes;o__SJA-22;f__;g__;s__ +102142 k__Bacteria;p__Proteobacteria;c__Alphaproteobacteria;o__Rhizobiales;f__Rhizobiaceae;g__Rhizobium;s__ +1021582 k__Bacteria;p__Acidobacteria;c__Acidobacteriia;o__Acidobacteriales;f__Acidobacteriaceae;g__;s__ +102183 k__Bacteria;p__Proteobacteria;c__Alphaproteobacteria;o__;f__;g__;s__ +1021984 k__Bacteria;p__Proteobacteria;c__Deltaproteobacteria;o__Myxococcales;f__;g__;s__ +1022659 k__Bacteria;p__Actinobacteria;c__Acidimicrobiia;o__Acidimicrobiales;f__EB1017;g__;s__ +1023338 k__Bacteria;p__Planctomycetes;c__Phycisphaerae;o__WD2101;f__;g__;s__ +102348 k__Bacteria;p__Proteobacteria;c__Alphaproteobacteria;o__Rhodospirillales;f__Acetobacteraceae;g__;s__ +1023953 k__Bacteria;p__Bacteroidetes;c__Sphingobacteriia;o__Sphingobacteriales;f__Sphingobacteriaceae;g__Pedobacter;s__cryoconitis +1024056 k__Bacteria;p__Proteobacteria;c__Alphaproteobacteria;o__Rhodospirillales;f__Rhodospirillaceae;g__;s__ +1024089 k__Bacteria;p__Acidobacteria;c__DA052;o__Ellin6513;f__;g__;s__ +1024188 k__Bacteria;p__Proteobacteria;c__Alphaproteobacteria;o__Sphingomonadales;f__Sphingomonadaceae;g__Sphingomonas;s__wittichii +1024420 k__Bacteria;p__Firmicutes;c__Clostridia;o__Clostridiales;f__Ruminococcaceae;g__;s__ +1024519 k__Bacteria;p__Bacteroidetes;c__Sphingobacteriia;o__Sphingobacteriales;f__;g__;s__ +1024572 k__Bacteria;p__Actinobacteria;c__Acidimicrobiia;o__Acidimicrobiales;f__;g__;s__ +1024739 k__Bacteria;p__Actinobacteria;c__Acidimicrobiia;o__Acidimicrobiales;f__C111;g__;s__ +1026050 k__Bacteria;p__Actinobacteria;c__Thermoleophilia;o__Gaiellales;f__Gaiellaceae;g__;s__ +1026431 k__Bacteria;p__Actinobacteria;c__Actinobacteria;o__Actinomycetales;f__Pseudonocardiaceae;g__Actinomycetospora;s__ +1027121 k__Bacteria;p__Bacteroidetes;c__Sphingobacteriia;o__Sphingobacteriales;f__Sphingobacteriaceae;g__;s__ +1027400 k__Bacteria;p__Actinobacteria;c__Acidimicrobiia;o__Acidimicrobiales;f__EB1017;g__;s__ +1027418 k__Bacteria;p__Proteobacteria;c__Alphaproteobacteria;o__Sphingomonadales;f__Erythrobacteraceae;g__;s__ +102750 k__Bacteria;p__Actinobacteria;c__Acidimicrobiia;o__Acidimicrobiales;f__;g__;s__ +102773 k__Bacteria;p__Proteobacteria;c__Gammaproteobacteria;o__Xanthomonadales;f__Xanthomonadaceae;g__;s__ +1027943 k__Bacteria;p__Bacteroidetes;c__Cytophagia;o__Cytophagales;f__Cytophagaceae;g__Hymenobacter;s__ +102799 k__Bacteria;p__Proteobacteria;c__Betaproteobacteria;o__A21b;f__EB1003;g__;s__ +1028706 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+source('../../../code_method/getStability.R') +source('../../../code_method/stab_data_applications_binary.R') # boot_stab() +source('../../../code_method/bootstrap_test_compLasso_rf_binary.R') # boot_stab_data() + +##################################### +##### data preparation ############## +##################################### +load('../../88soils/88soils_genus_table.RData') # if any error, re-process the data in HPC +count = soil_otu + +## filter 1% + add pesudo count +x <- count[, colMeans(count > 0) >= 0.01] +x[x == 0] <- 0.5 +x <- x/rowSums(x) # relative abundance +taxa <- log(x) +print(paste('number of features:', dim(taxa)[2], sep=':')) + +# # metadata +mf <- read.csv("../../88soils/88soils_modified_metadata.txt", sep='\t', row.names=1) +y <- mf$ph[match(rownames(count), rownames(mf))] +y <- as.factor(ifelse(y >= median(y), 1, 0)) # transform to be binary +print(paste('number of samples:', length(y), sep=':')) + +# save processed data +save(y, taxa, file='../../88soils/soils_ph_binary.RData') + + +# #------------------------ +# # compare methods +# #------------------------ +i <- as.numeric(Sys.getenv("PBS_ARRAYID")) + +if (i == 1){ + #################################### + ## Generalized compositional lasso ############# + # #################################### + print('GenCompLasso') + out_GenCompLasso = boot_stab(num_boot = 100, method = 'GenCompLasso', lambda.grid = NULL, + dat_file = '../../88soils/soils_ph_binary.RData') + + save(out_GenCompLasso, file=paste0(dir, '/soils_binary_ph_GenCompLasso.RData', sep='')) +}else if (i == 2){ + ############################################################# + # Lasso with glmnet default lambda sequence ############# + ############################################################# + print('Lasso') + out_lasso = boot_stab(num_boot = 100, method = 'lasso', lambda.grid = NULL, + dat_file = '../../88soils/soils_ph_binary.RData') + + save(out_lasso, file=paste0(dir, '/soils_binary_ph_lasso.RData', sep='')) +}else if (i == 3){ + # ############################################################## + # ## Elastic Net with self defined lambda (NULL not allowed) ############# + # ############################################################## + print('Elnet') + out_elnet = boot_stab(num_boot = 100, method = 'elnet', + dat_file = '../../88soils/soils_ph_binary.RData') + + save(out_elnet, file=paste0(dir, '/soils_binary_ph_elnet.RData', sep='')) +}else if (i == 4){ + ############################################################## + ## Random Forest with Altman feature selection ############# + ############################################################## + print('RF') + out_rf = boot_stab(num_boot = 100, method = 'RF', method.perm='altmann', mtry.grid=seq(30, 60, 5), + dat_file = '../../88soils/soils_ph_binary.RData') + + save(out_rf, file=paste0(dir, '/soils_binary_ph_rf.RData', sep='')) +}else if (i == 5){ + ######################################################################## + ############### double bootstrap: random forest ################## + # ###################################################################### + print('double boot RF') + boot_rf = boot_stab_data(num_boot=100, method = 'RF', + data_file='../../88soils/soils_ph_binary.RData') + save(boot_rf, file=paste0(dir, '/soils_binary_ph_boot_rf.RData')) +}else if (i == 6){ + ######################################################################## + ############### double bootstrap: generalized compositional lasso ###### + # ###################################################################### + print('double boot compLasso') + boot_compLasso = boot_stab_data(num_boot=100, method = 'GenCompLasso', + data_file='../../88soils/soils_ph_binary.RData') + save(boot_compLasso, file=paste0(dir, '/soils_binary_ph_boot_compLasso.RData')) +} + + + + + + + + + + + + + + + + + diff --git a/data_application/code_applications/code_bin/BMI_stab_application_binary.R b/data_application/code_applications/code_bin/BMI_stab_application_binary.R new file mode 100644 index 0000000..7f2560c --- /dev/null +++ b/data_application/code_applications/code_bin/BMI_stab_application_binary.R @@ -0,0 +1,99 @@ +######################################################################################################### +### This is to estimate stablity & MSE using bootstrap on BMI_Lin_2014 dataset ################# +######################################################################################################### + +args = commandArgs(trailingOnly=TRUE) +print(args) +dir = args[1] + +source('../../../code_method/cv_method_binary_update.R') +source('../../../code_method/getStability.R') +source('../../../code_method/stab_data_applications_binary.R') # boot_stab() +source('../../../code_method/bootstrap_test_compLasso_rf_binary.R') # boot_stab_data() + +##################################### +##### data preparation ############## +##################################### +count <- as.matrix(read.table("../../code_Lin/cvs/data/combo_count_tab.txt")) + +# filter 1% + add pesudo count +depth <- sapply(strsplit(colnames(count), "\\."), length) +x <- count[, depth == 6 & colMeans(count > 0) >= 0.01] +x[x == 0] <- 0.5 +x <- x/rowSums(x) # relative abundance +taxa <- log(x) +print(paste('number of features:', dim(taxa)[2], sep=':')) + +# metadata +demo <- read.delim("../../code_Lin/cvs/data/demographic.txt") +y <- demo$bmi[match(rownames(count), demo$pid)] +y <- as.factor(ifelse(y >= median(y), 1, 0)) # transform to be binary +print(paste('number of samples:', length(y), sep=':')) + +# save processed data +save(y, taxa, file='../../BMI/BMI_Lin_2014_binary.RData') + +#------------------------ +# compare methods +#------------------------ +i <- as.numeric(Sys.getenv("PBS_ARRAYID")) + +if (i == 1){ + # #################################### + # ## Generalized compositional lasso ############# + # #################################### + print('GencompLasso') + out_GenCompLasso = boot_stab(num_boot = 100, method = 'GenCompLasso', + dat_file = '../../BMI/BMI_Lin_2014_binary.RData') + + save(out_GenCompLasso, file=paste0(dir, '/BMI_binary_GenCompLasso.RData')) +}else if (i == 2){ + + ############################################################## + ## Lasso with glmnet default lambda sequence ############# + ############################################################## + print('Lasso') + out_lasso = boot_stab(num_boot = 100, method = 'lasso', lambda.grid = NULL, + dat_file = '../../BMI/BMI_Lin_2014_binary.RData') + + save(out_lasso, file=paste0(dir, '/BMI_binary_lasso.RData', sep='')) +}else if (i == 3){ + # ############################################################## + # ## Elastic Net with self defined lambda (NULL not allowed) ############# + # ############################################################## + print('Elnet') + out_elnet = boot_stab(num_boot = 100, method = 'elnet', + dat_file = '../../BMI/BMI_Lin_2014_binary.RData') + + save(out_elnet, file=paste0(dir, '/BMI_binary_elnet.RData', sep='')) +}else if (i == 4){ + # ############################################################## + # ## Random Forest with Altman feature selection ############# + # ############################################################## + print('RF') + out_rf = boot_stab(num_boot = 100, method = 'RF', method.perm='altmann', + dat_file = '../../BMI/BMI_Lin_2014_binary.RData') + + save(out_rf, file=paste0(dir, '/BMI_binary_rf.RData', sep='')) +}else if (i == 5){ + ######################################################################## + ############### double bootstrap: random forest ################## + # ###################################################################### + print('double boot RF') + boot_rf = boot_stab_data(num_boot=100, method = 'RF', + data_file='../../BMI/BMI_Lin_2014_binary.RData') + save(boot_rf, file=paste0(dir, '/BMI_binary_boot_rf.RData')) +}else if (i == 6){ + ######################################################################## + ############### double bootstrap: generalized compositional lasso ###### + # ###################################################################### + print('double boot compLasso') + boot_compLasso = boot_stab_data(num_boot=100, method = 'GenCompLasso', + data_file='../../BMI/BMI_Lin_2014_binary.RData') + save(boot_compLasso, file=paste0(dir, '/BMI_binary_boot_compLasso.RData')) +} + + + + + diff --git a/data_application/code_applications/code_cts/.DS_Store b/data_application/code_applications/code_cts/.DS_Store new file mode 100644 index 0000000000000000000000000000000000000000..5008ddfcf53c02e82d7eee2e57c38e5672ef89f6 GIT binary patch literal 6148 zcmeH~Jr2S!425mzP>H1@V-^m;4Wg<&0T*E43hX&L&p$$qDprKhvt+--jT7}7np#A3 zem<@ulZcFPQ@L2!n>{z**++&mCkOWA81W14cNZlEfg7;MkzE(HCqgga^y>{tEnwC%0;vJ&^%eQ zLs35+`xjp>T0 0) >= 0.01] +x[x == 0] <- 0.5 +x <- x/rowSums(x) # relative abundance +taxa <- log(x) +print(paste('number of features:', dim(taxa)[2], sep=':')) + +# # metadata +mf <- read.csv("../../88soils/88soils_modified_metadata.txt", sep='\t', row.names=1) +y <- mf$ph[match(rownames(count), rownames(mf))] +print(paste('number of samples:', length(y), sep=':')) + +# save processed data +save(y, taxa, file='../../88soils/soil_ph.RData') + + + +#################################### +## compositional lasso ############# +# #################################### +print('compLasso') +out_compLasso = boot_stab(num_boot = 100, method = 'compLasso', + dat_file = '../data_application/88soils/soils_ph.RData') + +save(out_compLasso, file=paste0(dir, '/soils_ph_compLasso.RData')) + +############################################################# +# Lasso with glmnet default lambda sequence ############# +############################################################# +print('Lasso') +out_lasso = boot_stab(num_boot = 100, method = 'lasso', lambda.grid = NULL, + dat_file = '../data_application/88soils/soils_ph.RData') + +save(out_lasso, file=paste0(dir, '/soils_ph_lasso.RData', sep='')) + + +# ############################################################## +# ## Elastic Net with self defined lambda (NULL not allowed) ############# +# ############################################################## +print('Elnet') +out_elnet = boot_stab(num_boot = 100, method = 'elnet', + dat_file = '../../88soils/soils_ph.RData') + +save(out_elnet, file=paste0(dir, '/soils_ph_elnet.RData', sep='')) + + +############################################################## +## Random Forest with Altman feature selection ############# +############################################################## +print('RF') +out_rf = boot_stab(num_boot = 100, method = 'RF', method.perm='altmann', mtry.grid=seq(30, 60, 5), + dat_file = '../../88soils/soils_ph.RData') + +save(out_rf, file=paste0(dir, '/soils_ph_rf.RData', sep='')) + +######################################################################## +############### double bootstrap: random forest ################## +# ###################################################################### +print('double boot RF') +boot_rf = boot_stab_data(num_boot=100, method = 'RF', + data_file='../../88soils/soils_ph.RData') +save(boot_rf, file=paste0(dir, '/soils_ph_boot_rf.RData')) + +######################################################################## +############### double bootstrap: compositional lasso ################## +# ###################################################################### +print('double boot compLasso') +boot_compLasso = boot_stab_data(num_boot=100, method = 'compLasso', + data_file='../../88soils/soils_ph.RData') +save(boot_compLasso, file=paste0(dir, '/soils_ph_boot_compLasso.RData')) + + + + + + + + + + diff --git a/data_application/code_applications/code_cts/BMI_stab_application.R b/data_application/code_applications/code_cts/BMI_stab_application.R new file mode 100755 index 0000000..5514c31 --- /dev/null +++ b/data_application/code_applications/code_cts/BMI_stab_application.R @@ -0,0 +1,105 @@ +######################################################################################################### +### This is to estimate stablity & MSE using bootstrap on BMI_Lin_2014 dataset ################# +######################################################################################################### + +args = commandArgs(trailingOnly=TRUE) +print(args) +dir = args[1] + +source('../../../code_method/cv_method.R') +source('../../../code_method/getStability.R') +source('../../../code_method/stab_data_applications.R') +source('../../../code_method/bootstrap_test_compLasso_rf.R') + +##################################### +##### data preparation ############## +##################################### +count <- as.matrix(read.table("../../code_Lin/cvs/data/combo_count_tab.txt")) + +# filter 1% + add pesudo count +depth <- sapply(strsplit(colnames(count), "\\."), length) +x <- count[, depth == 6 & colMeans(count > 0) >= 0.01] +x[x == 0] <- 0.5 +x <- x/rowSums(x) # relative abundance +taxa <- log(x) +print(paste('number of features:', dim(taxa)[2], sep=':')) + +# metadata +demo <- read.delim("../../code_Lin/cvs/data/demographic.txt") +y <- demo$bmi[match(rownames(count), demo$pid)] +print(paste('number of samples:', length(y), sep=':')) + +# save processed data +save(y, taxa, file='../../BMI/BMI_Lin_2014.RData') + +# #################################### +# ## compositional lasso ############# +# #################################### +print('compLasso') +out_compLasso = boot_stab(num_boot = 100, method = 'compLasso', + dat_file = '../../BMI/BMI_Lin_2014.RData') + +save(out_compLasso, file=paste0(dir, '/BMI_compLasso.RData')) + +############################################################## +## Lasso with glmnet default lambda sequence ############# +############################################################## +print('Lasso') +out_lasso = boot_stab(num_boot = 100, method = 'lasso', lambda.grid = NULL, + dat_file = '../../BMI/BMI_Lin_2014.RData') + +save(out_lasso, file=paste0(dir, '/BMI_lasso.RData', sep='')) + + +# ############################################################## +# ## Elastic Net with self defined lambda (NULL not allowed) ############# +# ############################################################## +print('Elnet') +out_elnet = boot_stab(num_boot = 100, method = 'elnet', + dat_file = '../../BMI/BMI_Lin_2014.RData') + +save(out_elnet, file=paste0(dir, '/BMI_elnet.RData', sep='')) + + +# ############################################################## +# ## Random Forest with Altman feature selection ############# +# ############################################################## +print('RF') +out_rf = boot_stab(num_boot = 100, method = 'RF', method.perm='altmann', + dat_file = '../../BMI/BMI_Lin_2014.RData') + +save(out_rf, file=paste0(dir, '/BMI_rf.RData', sep='')) + + +############################################################# +# Random Forest with Janitza feature selection ############# +############################################################# +print("RF_JNT") +dir = '../data_application' +out_rf_jnt= boot_stab(num_boot = 100, method = 'RF', method.perm='janitza', + dat_file = '../data_application/BMI_Lin_2014.RData') + +save(out_rf_jnt, file=paste0(dir, '/BMI_rf_jnt.RData', sep='')) + + +######################################################################## +############### double bootstrap: random forest ################## +# ###################################################################### +print('double boot RF') +boot_rf = boot_stab_data(num_boot=100, method = 'RF', + data_file='../data_application/BMI_Lin_2014.RData') +save(boot_rf, file=paste0(dir, '/BMI_boot_rf.RData')) + +######################################################################## +############### double bootstrap: compositional lasso ################## +# ###################################################################### +print('double boot compLasso') +boot_compLasso = boot_stab_data(num_boot=100, method = 'compLasso', + data_file='../data_application/BMI_Lin_2014.RData') +save(boot_compLasso, file=paste0(dir, '/BMI_boot_compLasso.RData')) + + + + + + diff --git a/data_application/code_applications/code_cts/run_data_applications.sh b/data_application/code_applications/code_cts/run_data_applications.sh new file mode 100755 index 0000000..e578605 --- /dev/null +++ b/data_application/code_applications/code_cts/run_data_applications.sh @@ -0,0 +1,28 @@ +#!/bin/bash + +#PBS -N data_applications +#PBS -l walltime=50:00:00 +#PBS -l nodes=1:ppn=8 +#PBS -l mem=10gb +#PBS -V +#PBS -j oe +#PBS -d . + +set -e +cpus=$PBS_NUM_PPN + +export 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Bacteria.Proteobacteria.Gammaproteobacteria.Xanthomonadales.Xanthomonadaceae.Stenotrophomonas & Bacteria.Spirochaetes.Spirochaetes.Spirochaetales.Brachyspiraceae.Brachyspira & Bacteria.Spirochaetes.Spirochaetes.Spirochaetales.Spirochaetaceae.Treponema & Bacteria.Synergistetes.Synergistia.Synergistales.Synergistaceae.Cloacibacillus & Bacteria.Synergistetes.Synergistia.Synergistales.Synergistaceae.Pyramidobacter & Bacteria.Verrucomicrobia.Verrucomicrobiae.Verrucomicrobiales.Verrucomicrobiaceae.Akkermansia\\\\\n", + "\\hline\n", + "\t3001 & 1 & 5067 & 0 & 4153 & 0 & 0 & 0 & 534 & 0 & 0 & ... & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 \\\\\n", + "\t3003 & 0 & 4659 & 0 & 2177 & 0 & 0 & 0 & 105 & 0 & 0 & ... & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 \\\\\n", + "\t3004 & 0 & 4342 & 0 & 3008 & 0 & 2 & 0 & 134 & 0 & 0 & ... & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 \\\\\n", + "\t3006 & 8 & 2910 & 0 & 4147 & 0 & 0 & 0 & 459 & 0 & 0 & ... & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 \\\\\n", + "\t3007 & 5 & 5630 & 0 & 4705 & 0 & 0 & 0 & 214 & 0 & 0 & ... & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 \\\\\n", + "\t3008 & 5 & 1868 & 0 & 1619 & 0 & 0 & 0 & 17 & 0 & 0 & ... & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 \\\\\n", + "\\end{tabular}\n" + ], + "text/markdown": [ + "\n", + "| | Bacteria.Actinobacteria | Bacteria.Bacteroidetes | Bacteria.Cyanobacteria | Bacteria.Firmicutes | Bacteria.Fusobacteria | Bacteria.Lentisphaerae | Bacteria.OD1 | Bacteria.Proteobacteria | Bacteria.Spirochaetes | Bacteria.Synergistetes | ... | Bacteria.Proteobacteria.Gammaproteobacteria.Pseudomonadales.Moraxellaceae.Enhydrobacter | Bacteria.Proteobacteria.Gammaproteobacteria.Pseudomonadales.Pseudomonadaceae.Pseudomonas | Bacteria.Proteobacteria.Gammaproteobacteria.Vibrionales.Vibrionaceae.Vibrio | Bacteria.Proteobacteria.Gammaproteobacteria.Xanthomonadales.Xanthomonadaceae.Lysobacter | Bacteria.Proteobacteria.Gammaproteobacteria.Xanthomonadales.Xanthomonadaceae.Stenotrophomonas | Bacteria.Spirochaetes.Spirochaetes.Spirochaetales.Brachyspiraceae.Brachyspira | Bacteria.Spirochaetes.Spirochaetes.Spirochaetales.Spirochaetaceae.Treponema | Bacteria.Synergistetes.Synergistia.Synergistales.Synergistaceae.Cloacibacillus | Bacteria.Synergistetes.Synergistia.Synergistales.Synergistaceae.Pyramidobacter | Bacteria.Verrucomicrobia.Verrucomicrobiae.Verrucomicrobiales.Verrucomicrobiaceae.Akkermansia |\n", + "|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|\n", + "| 3001 | 1 | 5067 | 0 | 4153 | 0 | 0 | 0 | 534 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |\n", + "| 3003 | 0 | 4659 | 0 | 2177 | 0 | 0 | 0 | 105 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |\n", + "| 3004 | 0 | 4342 | 0 | 3008 | 0 | 2 | 0 | 134 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |\n", + "| 3006 | 8 | 2910 | 0 | 4147 | 0 | 0 | 0 | 459 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |\n", + "| 3007 | 5 | 5630 | 0 | 4705 | 0 | 0 | 0 | 214 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |\n", + "| 3008 | 5 | 1868 | 0 | 1619 | 0 | 0 | 0 | 17 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |\n", + "\n" + ], + "text/plain": [ + " Bacteria.Actinobacteria Bacteria.Bacteroidetes Bacteria.Cyanobacteria\n", + "3001 1 5067 0 \n", + "3003 0 4659 0 \n", + "3004 0 4342 0 \n", + "3006 8 2910 0 \n", + "3007 5 5630 0 \n", + "3008 5 1868 0 \n", + " Bacteria.Firmicutes Bacteria.Fusobacteria Bacteria.Lentisphaerae\n", + "3001 4153 0 0 \n", + "3003 2177 0 0 \n", + "3004 3008 0 2 \n", + "3006 4147 0 0 \n", + "3007 4705 0 0 \n", + "3008 1619 0 0 \n", + " Bacteria.OD1 Bacteria.Proteobacteria Bacteria.Spirochaetes\n", + "3001 0 534 0 \n", + "3003 0 105 0 \n", + "3004 0 134 0 \n", + "3006 0 459 0 \n", + "3007 0 214 0 \n", + "3008 0 17 0 \n", + " Bacteria.Synergistetes ...\n", + "3001 0 ...\n", + "3003 0 ...\n", + "3004 0 ...\n", + "3006 0 ...\n", + "3007 0 ...\n", + "3008 0 ...\n", + " Bacteria.Proteobacteria.Gammaproteobacteria.Pseudomonadales.Moraxellaceae.Enhydrobacter\n", + "3001 0 \n", + "3003 0 \n", + "3004 0 \n", + "3006 0 \n", + "3007 0 \n", + "3008 0 \n", + " Bacteria.Proteobacteria.Gammaproteobacteria.Pseudomonadales.Pseudomonadaceae.Pseudomonas\n", + "3001 0 \n", + "3003 0 \n", + "3004 0 \n", + "3006 0 \n", + "3007 0 \n", + "3008 0 \n", + " Bacteria.Proteobacteria.Gammaproteobacteria.Vibrionales.Vibrionaceae.Vibrio\n", + "3001 0 \n", + "3003 0 \n", + "3004 0 \n", + "3006 0 \n", + "3007 0 \n", + "3008 0 \n", + " Bacteria.Proteobacteria.Gammaproteobacteria.Xanthomonadales.Xanthomonadaceae.Lysobacter\n", + "3001 0 \n", + "3003 0 \n", + "3004 0 \n", + "3006 0 \n", + "3007 0 \n", + "3008 0 \n", + " Bacteria.Proteobacteria.Gammaproteobacteria.Xanthomonadales.Xanthomonadaceae.Stenotrophomonas\n", + "3001 0 \n", + "3003 0 \n", + "3004 0 \n", + "3006 0 \n", + "3007 0 \n", + "3008 0 \n", + " 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table\n", + "count <- as.matrix(read.table(\"../../code_Lin/cvs/data/combo_count_tab.txt\")) \n", + "dim(count)\n", + "head(count)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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Bacteria.Bacteroidetes.Bacteroidia.Bacteroidales.Porphyromonadaceae.Butyricimonas & ... & Bacteria.Proteobacteria.Betaproteobacteria.Burkholderiales.Oxalobacteraceae.Oxalobacter & Bacteria.Proteobacteria.Betaproteobacteria.Neisseriales.Neisseriaceae.Neisseria & Bacteria.Proteobacteria.Deltaproteobacteria.Desulfovibrionales.Desulfovibrionaceae.Desulfovibrio & Bacteria.Proteobacteria.Epsilonproteobacteria.Campylobacterales.Campylobacteraceae.Campylobacter & Bacteria.Proteobacteria.Gammaproteobacteria.Aeromonadales.Succinivibrionaceae.Succinivibrio & Bacteria.Proteobacteria.Gammaproteobacteria.Pseudomonadales.Pseudomonadaceae.Pseudomonas & Bacteria.Proteobacteria.Gammaproteobacteria.Xanthomonadales.Xanthomonadaceae.Stenotrophomonas & Bacteria.Synergistetes.Synergistia.Synergistales.Synergistaceae.Cloacibacillus & Bacteria.Synergistetes.Synergistia.Synergistales.Synergistaceae.Pyramidobacter & Bacteria.Verrucomicrobia.Verrucomicrobiae.Verrucomicrobiales.Verrucomicrobiaceae.Akkermansia\\\\\n", + "\\hline\n", + "\t3001 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 2878 & 0 & 69 & ... & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 \\\\\n", + "\t3003 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 578 & 180 & 0 & ... & 2 & 0 & 0 & 1 & 0 & 0 & 0 & 0 & 0 & 0 \\\\\n", + "\t3004 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 3503 & 143 & 0 & ... & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 \\\\\n", + "\t3006 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 2162 & 1 & 0 & ... & 3 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 \\\\\n", + "\t3007 & 0 & 0 & 0 & 2 & 0 & 0 & 0 & 4453 & 0 & 0 & ... & 9 & 0 & 0 & 1 & 0 & 0 & 0 & 0 & 0 & 0 \\\\\n", + "\t3008 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 950 & 237 & 19 & ... & 4 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 \\\\\n", + "\\end{tabular}\n" + ], + "text/markdown": [ + "\n", + "| | Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Asaccharobacter | Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Atopobium | Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Collinsella | Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Eggerthella | Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Gordonibacter | Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Olsenella | Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Slackia | Bacteria.Bacteroidetes.Bacteroidia.Bacteroidales.Bacteroidaceae.Bacteroides | Bacteria.Bacteroidetes.Bacteroidia.Bacteroidales.Porphyromonadaceae.Barnesiella | Bacteria.Bacteroidetes.Bacteroidia.Bacteroidales.Porphyromonadaceae.Butyricimonas | ... | Bacteria.Proteobacteria.Betaproteobacteria.Burkholderiales.Oxalobacteraceae.Oxalobacter | Bacteria.Proteobacteria.Betaproteobacteria.Neisseriales.Neisseriaceae.Neisseria | Bacteria.Proteobacteria.Deltaproteobacteria.Desulfovibrionales.Desulfovibrionaceae.Desulfovibrio | Bacteria.Proteobacteria.Epsilonproteobacteria.Campylobacterales.Campylobacteraceae.Campylobacter | Bacteria.Proteobacteria.Gammaproteobacteria.Aeromonadales.Succinivibrionaceae.Succinivibrio | Bacteria.Proteobacteria.Gammaproteobacteria.Pseudomonadales.Pseudomonadaceae.Pseudomonas | Bacteria.Proteobacteria.Gammaproteobacteria.Xanthomonadales.Xanthomonadaceae.Stenotrophomonas | Bacteria.Synergistetes.Synergistia.Synergistales.Synergistaceae.Cloacibacillus | Bacteria.Synergistetes.Synergistia.Synergistales.Synergistaceae.Pyramidobacter | Bacteria.Verrucomicrobia.Verrucomicrobiae.Verrucomicrobiales.Verrucomicrobiaceae.Akkermansia |\n", + "|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|\n", + "| 3001 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2878 | 0 | 69 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |\n", + "| 3003 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 578 | 180 | 0 | 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Bacteria.Bacteroidetes.Bacteroidia.Bacteroidales.Porphyromonadaceae.Barnesiella\n", + "3001 0 \n", + "3003 180 \n", + "3004 143 \n", + "3006 1 \n", + "3007 0 \n", + "3008 237 \n", + " Bacteria.Bacteroidetes.Bacteroidia.Bacteroidales.Porphyromonadaceae.Butyricimonas\n", + "3001 69 \n", + "3003 0 \n", + "3004 0 \n", + "3006 0 \n", + "3007 0 \n", + "3008 19 \n", + " ...\n", + "3001 ...\n", + "3003 ...\n", + "3004 ...\n", + "3006 ...\n", + "3007 ...\n", + "3008 ...\n", + " Bacteria.Proteobacteria.Betaproteobacteria.Burkholderiales.Oxalobacteraceae.Oxalobacter\n", + "3001 0 \n", + "3003 2 \n", + "3004 0 \n", + "3006 3 \n", + "3007 9 \n", + "3008 4 \n", + " Bacteria.Proteobacteria.Betaproteobacteria.Neisseriales.Neisseriaceae.Neisseria\n", + "3001 0 \n", + "3003 0 \n", + "3004 0 \n", + "3006 0 \n", + "3007 0 \n", + "3008 0 \n", + " Bacteria.Proteobacteria.Deltaproteobacteria.Desulfovibrionales.Desulfovibrionaceae.Desulfovibrio\n", + "3001 0 \n", + "3003 0 \n", + "3004 0 \n", + "3006 0 \n", + "3007 0 \n", + "3008 0 \n", + " Bacteria.Proteobacteria.Epsilonproteobacteria.Campylobacterales.Campylobacteraceae.Campylobacter\n", + "3001 0 \n", + "3003 1 \n", + "3004 0 \n", + "3006 0 \n", + "3007 1 \n", + "3008 0 \n", + " Bacteria.Proteobacteria.Gammaproteobacteria.Aeromonadales.Succinivibrionaceae.Succinivibrio\n", + "3001 0 \n", + "3003 0 \n", + "3004 0 \n", + "3006 0 \n", + "3007 0 \n", + "3008 0 \n", + " Bacteria.Proteobacteria.Gammaproteobacteria.Pseudomonadales.Pseudomonadaceae.Pseudomonas\n", + "3001 0 \n", + "3003 0 \n", + "3004 0 \n", + "3006 0 \n", + "3007 0 \n", + "3008 0 \n", + " Bacteria.Proteobacteria.Gammaproteobacteria.Xanthomonadales.Xanthomonadaceae.Stenotrophomonas\n", + "3001 0 \n", + "3003 0 \n", + "3004 0 \n", + "3006 0 \n", + "3007 0 \n", + "3008 0 \n", + " Bacteria.Synergistetes.Synergistia.Synergistales.Synergistaceae.Cloacibacillus\n", + "3001 0 \n", + "3003 0 \n", + "3004 0 \n", + "3006 0 \n", + "3007 0 \n", + "3008 0 \n", + " Bacteria.Synergistetes.Synergistia.Synergistales.Synergistaceae.Pyramidobacter\n", + "3001 0 \n", + "3003 0 \n", + "3004 0 \n", + "3006 0 \n", + "3007 0 \n", + "3008 0 \n", + " Bacteria.Verrucomicrobia.Verrucomicrobiae.Verrucomicrobiales.Verrucomicrobiaceae.Akkermansia\n", + "3001 0 \n", + "3003 0 \n", + "3004 0 \n", + "3006 0 \n", + "3007 0 \n", + "3008 0 " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# retain only microbes at genus level and exist at least one sample\n", + "depth <- sapply(strsplit(colnames(count), \"\\\\.\"), length)\n", + "x <- count[, depth == 6 & colSums(count != 0) >= 1] # 98 * 87\n", + "dim(x)\n", + "head(x)" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
      \n", + "\t
    1. 98
    2. \n", + "\t
    3. 87
    4. \n", + "
    \n" + ], + "text/latex": [ + "\\begin{enumerate*}\n", + "\\item 98\n", + "\\item 87\n", + "\\end{enumerate*}\n" + ], + "text/markdown": [ + "1. 98\n", + "2. 87\n", + "\n", + "\n" + ], + "text/plain": [ + "[1] 98 87" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "\n", + "\n", + "\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\n", + "
    Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.AsaccharobacterBacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.AtopobiumBacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.CollinsellaBacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.EggerthellaBacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.GordonibacterBacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.OlsenellaBacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.SlackiaBacteria.Bacteroidetes.Bacteroidia.Bacteroidales.Bacteroidaceae.BacteroidesBacteria.Bacteroidetes.Bacteroidia.Bacteroidales.Porphyromonadaceae.BarnesiellaBacteria.Bacteroidetes.Bacteroidia.Bacteroidales.Porphyromonadaceae.Butyricimonas...Bacteria.Proteobacteria.Betaproteobacteria.Burkholderiales.Oxalobacteraceae.OxalobacterBacteria.Proteobacteria.Betaproteobacteria.Neisseriales.Neisseriaceae.NeisseriaBacteria.Proteobacteria.Deltaproteobacteria.Desulfovibrionales.Desulfovibrionaceae.DesulfovibrioBacteria.Proteobacteria.Epsilonproteobacteria.Campylobacterales.Campylobacteraceae.CampylobacterBacteria.Proteobacteria.Gammaproteobacteria.Aeromonadales.Succinivibrionaceae.SuccinivibrioBacteria.Proteobacteria.Gammaproteobacteria.Pseudomonadales.Pseudomonadaceae.PseudomonasBacteria.Proteobacteria.Gammaproteobacteria.Xanthomonadales.Xanthomonadaceae.StenotrophomonasBacteria.Synergistetes.Synergistia.Synergistales.Synergistaceae.CloacibacillusBacteria.Synergistetes.Synergistia.Synergistales.Synergistaceae.PyramidobacterBacteria.Verrucomicrobia.Verrucomicrobiae.Verrucomicrobiales.Verrucomicrobiaceae.Akkermansia
    3001-9.500918 -9.500918 -9.500918 -9.500918 -9.500918 -9.500918 -9.500918 -0.8429202-9.500918 -4.573665 ... -9.500918 -9.500918 -9.500918 -9.500918 -9.500918 -9.500918 -9.500918 -9.500918 -9.500918 -9.500918
    3003-9.278560 -9.278560 -9.278560 -9.278560 -9.278560 -9.278560 -9.278560 -2.2258386-3.392456 -9.278560 ... -7.892265 -9.278560 -9.278560 -8.585412 -9.278560 -9.278560 -9.278560 -9.278560 -9.278560 -9.278560
    3004-9.269646 -9.269646 -9.269646 -9.269646 -9.269646 -9.269646 -9.269646 -0.4151243-3.613655 -9.269646 ... -9.269646 -9.269646 -9.269646 -9.269646 -9.269646 -9.269646 -9.269646 -9.269646 -9.269646 -9.269646
    3006-9.114600 -9.114600 -9.114600 -9.114600 -9.114600 -9.114600 -9.114600 -0.7426639-8.421453 -9.114600 ... -7.322841 -9.114600 -9.114600 -9.114600 -9.114600 -9.114600 -9.114600 -9.114600 -9.114600 -9.114600
    3007-9.643356 -9.643356 -9.643356 -8.257061 -9.643356 -9.643356 -9.643356 -0.5488753-9.643356 -9.643356 ... -6.752984 -9.643356 -9.643356 -8.950209 -9.643356 -9.643356 -9.643356 -9.643356 -9.643356 -9.643356
    3008-8.387085 -8.387085 -8.387085 -7.693937 -8.387085 -8.387085 -8.387085 -0.8374753-2.225877 -4.749498 ... -6.307643 -8.387085 -8.387085 -8.387085 -8.387085 -8.387085 -8.387085 -8.387085 -8.387085 -8.387085
    \n" + ], + "text/latex": [ + "\\begin{tabular}{r|lllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllll}\n", + " & Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Asaccharobacter & Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Atopobium & Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Collinsella & Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Eggerthella & Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Gordonibacter & Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Olsenella & Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Slackia & Bacteria.Bacteroidetes.Bacteroidia.Bacteroidales.Bacteroidaceae.Bacteroides & Bacteria.Bacteroidetes.Bacteroidia.Bacteroidales.Porphyromonadaceae.Barnesiella & Bacteria.Bacteroidetes.Bacteroidia.Bacteroidales.Porphyromonadaceae.Butyricimonas & ... & Bacteria.Proteobacteria.Betaproteobacteria.Burkholderiales.Oxalobacteraceae.Oxalobacter & Bacteria.Proteobacteria.Betaproteobacteria.Neisseriales.Neisseriaceae.Neisseria & Bacteria.Proteobacteria.Deltaproteobacteria.Desulfovibrionales.Desulfovibrionaceae.Desulfovibrio & Bacteria.Proteobacteria.Epsilonproteobacteria.Campylobacterales.Campylobacteraceae.Campylobacter & Bacteria.Proteobacteria.Gammaproteobacteria.Aeromonadales.Succinivibrionaceae.Succinivibrio & Bacteria.Proteobacteria.Gammaproteobacteria.Pseudomonadales.Pseudomonadaceae.Pseudomonas & Bacteria.Proteobacteria.Gammaproteobacteria.Xanthomonadales.Xanthomonadaceae.Stenotrophomonas & Bacteria.Synergistetes.Synergistia.Synergistales.Synergistaceae.Cloacibacillus & Bacteria.Synergistetes.Synergistia.Synergistales.Synergistaceae.Pyramidobacter & Bacteria.Verrucomicrobia.Verrucomicrobiae.Verrucomicrobiales.Verrucomicrobiaceae.Akkermansia\\\\\n", + "\\hline\n", + "\t3001 & -9.500918 & -9.500918 & -9.500918 & -9.500918 & -9.500918 & -9.500918 & -9.500918 & -0.8429202 & -9.500918 & -4.573665 & ... & -9.500918 & -9.500918 & -9.500918 & -9.500918 & -9.500918 & -9.500918 & -9.500918 & -9.500918 & -9.500918 & -9.500918 \\\\\n", + "\t3003 & -9.278560 & -9.278560 & -9.278560 & -9.278560 & -9.278560 & -9.278560 & -9.278560 & -2.2258386 & -3.392456 & -9.278560 & ... & -7.892265 & -9.278560 & -9.278560 & -8.585412 & -9.278560 & -9.278560 & -9.278560 & -9.278560 & -9.278560 & -9.278560 \\\\\n", + "\t3004 & -9.269646 & -9.269646 & -9.269646 & -9.269646 & -9.269646 & -9.269646 & -9.269646 & -0.4151243 & -3.613655 & -9.269646 & ... & -9.269646 & -9.269646 & -9.269646 & -9.269646 & -9.269646 & -9.269646 & -9.269646 & -9.269646 & -9.269646 & -9.269646 \\\\\n", + "\t3006 & -9.114600 & -9.114600 & -9.114600 & -9.114600 & -9.114600 & -9.114600 & -9.114600 & -0.7426639 & -8.421453 & -9.114600 & ... & -7.322841 & -9.114600 & -9.114600 & -9.114600 & -9.114600 & -9.114600 & -9.114600 & -9.114600 & -9.114600 & -9.114600 \\\\\n", + "\t3007 & -9.643356 & -9.643356 & -9.643356 & -8.257061 & -9.643356 & -9.643356 & -9.643356 & -0.5488753 & -9.643356 & -9.643356 & ... & -6.752984 & -9.643356 & -9.643356 & -8.950209 & -9.643356 & -9.643356 & -9.643356 & -9.643356 & -9.643356 & -9.643356 \\\\\n", + "\t3008 & -8.387085 & -8.387085 & -8.387085 & -7.693937 & -8.387085 & -8.387085 & -8.387085 & -0.8374753 & -2.225877 & -4.749498 & ... & -6.307643 & -8.387085 & -8.387085 & -8.387085 & -8.387085 & -8.387085 & -8.387085 & -8.387085 & -8.387085 & -8.387085 \\\\\n", + "\\end{tabular}\n" + ], + "text/markdown": [ + "\n", + "| | Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Asaccharobacter | Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Atopobium | Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Collinsella | Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Eggerthella | Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Gordonibacter | Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Olsenella | Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Slackia | Bacteria.Bacteroidetes.Bacteroidia.Bacteroidales.Bacteroidaceae.Bacteroides | Bacteria.Bacteroidetes.Bacteroidia.Bacteroidales.Porphyromonadaceae.Barnesiella | Bacteria.Bacteroidetes.Bacteroidia.Bacteroidales.Porphyromonadaceae.Butyricimonas | ... | Bacteria.Proteobacteria.Betaproteobacteria.Burkholderiales.Oxalobacteraceae.Oxalobacter | Bacteria.Proteobacteria.Betaproteobacteria.Neisseriales.Neisseriaceae.Neisseria | Bacteria.Proteobacteria.Deltaproteobacteria.Desulfovibrionales.Desulfovibrionaceae.Desulfovibrio | Bacteria.Proteobacteria.Epsilonproteobacteria.Campylobacterales.Campylobacteraceae.Campylobacter | Bacteria.Proteobacteria.Gammaproteobacteria.Aeromonadales.Succinivibrionaceae.Succinivibrio | Bacteria.Proteobacteria.Gammaproteobacteria.Pseudomonadales.Pseudomonadaceae.Pseudomonas | Bacteria.Proteobacteria.Gammaproteobacteria.Xanthomonadales.Xanthomonadaceae.Stenotrophomonas | Bacteria.Synergistetes.Synergistia.Synergistales.Synergistaceae.Cloacibacillus | Bacteria.Synergistetes.Synergistia.Synergistales.Synergistaceae.Pyramidobacter | Bacteria.Verrucomicrobia.Verrucomicrobiae.Verrucomicrobiales.Verrucomicrobiaceae.Akkermansia |\n", + "|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|\n", + "| 3001 | -9.500918 | -9.500918 | -9.500918 | -9.500918 | -9.500918 | -9.500918 | -9.500918 | -0.8429202 | -9.500918 | -4.573665 | ... | -9.500918 | -9.500918 | -9.500918 | -9.500918 | -9.500918 | -9.500918 | -9.500918 | -9.500918 | -9.500918 | -9.500918 |\n", + "| 3003 | -9.278560 | -9.278560 | -9.278560 | -9.278560 | -9.278560 | -9.278560 | -9.278560 | -2.2258386 | -3.392456 | -9.278560 | ... | -7.892265 | -9.278560 | -9.278560 | -8.585412 | -9.278560 | -9.278560 | -9.278560 | -9.278560 | -9.278560 | -9.278560 |\n", + "| 3004 | -9.269646 | -9.269646 | -9.269646 | -9.269646 | -9.269646 | -9.269646 | -9.269646 | -0.4151243 | -3.613655 | -9.269646 | ... | -9.269646 | -9.269646 | -9.269646 | -9.269646 | -9.269646 | -9.269646 | -9.269646 | -9.269646 | -9.269646 | -9.269646 |\n", + "| 3006 | -9.114600 | -9.114600 | -9.114600 | -9.114600 | -9.114600 | -9.114600 | -9.114600 | -0.7426639 | -8.421453 | -9.114600 | ... | -7.322841 | -9.114600 | -9.114600 | -9.114600 | -9.114600 | -9.114600 | -9.114600 | -9.114600 | -9.114600 | -9.114600 |\n", + "| 3007 | -9.643356 | -9.643356 | -9.643356 | -8.257061 | -9.643356 | -9.643356 | -9.643356 | -0.5488753 | -9.643356 | -9.643356 | ... | -6.752984 | -9.643356 | -9.643356 | -8.950209 | -9.643356 | -9.643356 | -9.643356 | -9.643356 | -9.643356 | -9.643356 |\n", + "| 3008 | -8.387085 | -8.387085 | -8.387085 | -7.693937 | -8.387085 | -8.387085 | -8.387085 | -0.8374753 | -2.225877 | -4.749498 | ... | -6.307643 | -8.387085 | -8.387085 | -8.387085 | -8.387085 | -8.387085 | -8.387085 | -8.387085 | -8.387085 | -8.387085 |\n", + "\n" + ], + "text/plain": [ + " Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Asaccharobacter\n", + "3001 -9.500918 \n", + "3003 -9.278560 \n", + "3004 -9.269646 \n", + "3006 -9.114600 \n", + "3007 -9.643356 \n", + "3008 -8.387085 \n", + " Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Atopobium\n", + "3001 -9.500918 \n", + "3003 -9.278560 \n", + "3004 -9.269646 \n", + "3006 -9.114600 \n", + "3007 -9.643356 \n", + "3008 -8.387085 \n", + " Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Collinsella\n", + "3001 -9.500918 \n", + "3003 -9.278560 \n", + "3004 -9.269646 \n", + "3006 -9.114600 \n", + "3007 -9.643356 \n", + "3008 -8.387085 \n", + " Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Eggerthella\n", + "3001 -9.500918 \n", + "3003 -9.278560 \n", + "3004 -9.269646 \n", + "3006 -9.114600 \n", + "3007 -8.257061 \n", + "3008 -7.693937 \n", + " Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Gordonibacter\n", + "3001 -9.500918 \n", + "3003 -9.278560 \n", + "3004 -9.269646 \n", + "3006 -9.114600 \n", + "3007 -9.643356 \n", + "3008 -8.387085 \n", + " Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Olsenella\n", + "3001 -9.500918 \n", + "3003 -9.278560 \n", + "3004 -9.269646 \n", + "3006 -9.114600 \n", + "3007 -9.643356 \n", + "3008 -8.387085 \n", + " Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Slackia\n", + "3001 -9.500918 \n", + "3003 -9.278560 \n", + "3004 -9.269646 \n", + "3006 -9.114600 \n", + "3007 -9.643356 \n", + "3008 -8.387085 \n", + " Bacteria.Bacteroidetes.Bacteroidia.Bacteroidales.Bacteroidaceae.Bacteroides\n", + "3001 -0.8429202 \n", + "3003 -2.2258386 \n", + "3004 -0.4151243 \n", + "3006 -0.7426639 \n", + "3007 -0.5488753 \n", + "3008 -0.8374753 \n", + " Bacteria.Bacteroidetes.Bacteroidia.Bacteroidales.Porphyromonadaceae.Barnesiella\n", + "3001 -9.500918 \n", + "3003 -3.392456 \n", + "3004 -3.613655 \n", + "3006 -8.421453 \n", + "3007 -9.643356 \n", + "3008 -2.225877 \n", + " Bacteria.Bacteroidetes.Bacteroidia.Bacteroidales.Porphyromonadaceae.Butyricimonas\n", + "3001 -4.573665 \n", + "3003 -9.278560 \n", + "3004 -9.269646 \n", + "3006 -9.114600 \n", + "3007 -9.643356 \n", + "3008 -4.749498 \n", + " ...\n", + "3001 ...\n", + "3003 ...\n", + "3004 ...\n", + "3006 ...\n", + "3007 ...\n", + "3008 ...\n", + " Bacteria.Proteobacteria.Betaproteobacteria.Burkholderiales.Oxalobacteraceae.Oxalobacter\n", + "3001 -9.500918 \n", + "3003 -7.892265 \n", + "3004 -9.269646 \n", + "3006 -7.322841 \n", + "3007 -6.752984 \n", + "3008 -6.307643 \n", + " Bacteria.Proteobacteria.Betaproteobacteria.Neisseriales.Neisseriaceae.Neisseria\n", + "3001 -9.500918 \n", + "3003 -9.278560 \n", + "3004 -9.269646 \n", + "3006 -9.114600 \n", + "3007 -9.643356 \n", + "3008 -8.387085 \n", + " Bacteria.Proteobacteria.Deltaproteobacteria.Desulfovibrionales.Desulfovibrionaceae.Desulfovibrio\n", + "3001 -9.500918 \n", + "3003 -9.278560 \n", + "3004 -9.269646 \n", + "3006 -9.114600 \n", + "3007 -9.643356 \n", + "3008 -8.387085 \n", + " Bacteria.Proteobacteria.Epsilonproteobacteria.Campylobacterales.Campylobacteraceae.Campylobacter\n", + "3001 -9.500918 \n", + "3003 -8.585412 \n", + "3004 -9.269646 \n", + "3006 -9.114600 \n", + "3007 -8.950209 \n", + "3008 -8.387085 \n", + " Bacteria.Proteobacteria.Gammaproteobacteria.Aeromonadales.Succinivibrionaceae.Succinivibrio\n", + "3001 -9.500918 \n", + "3003 -9.278560 \n", + "3004 -9.269646 \n", + "3006 -9.114600 \n", + "3007 -9.643356 \n", + "3008 -8.387085 \n", + " Bacteria.Proteobacteria.Gammaproteobacteria.Pseudomonadales.Pseudomonadaceae.Pseudomonas\n", + "3001 -9.500918 \n", + "3003 -9.278560 \n", + "3004 -9.269646 \n", + "3006 -9.114600 \n", + "3007 -9.643356 \n", + "3008 -8.387085 \n", + " Bacteria.Proteobacteria.Gammaproteobacteria.Xanthomonadales.Xanthomonadaceae.Stenotrophomonas\n", + "3001 -9.500918 \n", + "3003 -9.278560 \n", + "3004 -9.269646 \n", + "3006 -9.114600 \n", + "3007 -9.643356 \n", + "3008 -8.387085 \n", + " Bacteria.Synergistetes.Synergistia.Synergistales.Synergistaceae.Cloacibacillus\n", + "3001 -9.500918 \n", + "3003 -9.278560 \n", + "3004 -9.269646 \n", + "3006 -9.114600 \n", + "3007 -9.643356 \n", + "3008 -8.387085 \n", + " Bacteria.Synergistetes.Synergistia.Synergistales.Synergistaceae.Pyramidobacter\n", + "3001 -9.500918 \n", + "3003 -9.278560 \n", + "3004 -9.269646 \n", + "3006 -9.114600 \n", + "3007 -9.643356 \n", + "3008 -8.387085 \n", + " Bacteria.Verrucomicrobia.Verrucomicrobiae.Verrucomicrobiales.Verrucomicrobiaceae.Akkermansia\n", + "3001 -9.500918 \n", + "3003 -9.278560 \n", + "3004 -9.269646 \n", + "3006 -9.114600 \n", + "3007 -9.643356 \n", + "3008 -8.387085 " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# add pesudo count 0.5\n", + "x[x == 0] <- 0.5\n", + "x <- x/rowSums(x) # relative abundance\n", + "taxa <- log(x)\n", + "dim(taxa)\n", + "head(taxa)" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + "\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\n", + "
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    3029 12-Apr-101-May-86 1 172.43 83.0 18364 9617 23.94798 1.7243 27.91595 NA 2
    3030 12-Apr-1022-May-871 178.87 70.3 18364 10003 22.89117 1.7887 21.97254 NA 1
    3031 20-Apr-101-Dec-82 2 157.60 52.0 18372 8370 27.38398 1.5760 20.93586 NA 1
    3032 22-Apr-109-Feb-86 1 188.10 89.6 18374 9536 24.19712 1.8810 25.32389 NA 2
    3033 22-Apr-109-Apr-86 2 170.03 65.2 18374 9595 24.03559 1.7003 22.55259 NA 1
    3034 28-Apr-106-Feb-86 2 162.16 59.9 18380 9533 24.22177 1.6216 22.77925 NA 1
    \n" + ], + "text/latex": [ + "\\begin{tabular}{r|llllllllllllll}\n", + " pid & visitdate & birthdate & sex1m2f & heightcm & weightkg & vdate & bdate & age & heightm & bmi & zbmius & zbmicatus & bmicat1norm2ow3ob\\\\\n", + "\\hline\n", + "\t 3029 & 12-Apr-10 & 1-May-86 & 1 & 172.43 & 83.0 & 18364 & 9617 & 23.94798 & 1.7243 & 27.91595 & NA & & 2 \\\\\n", + "\t 3030 & 12-Apr-10 & 22-May-87 & 1 & 178.87 & 70.3 & 18364 & 10003 & 22.89117 & 1.7887 & 21.97254 & NA & & 1 \\\\\n", + "\t 3031 & 20-Apr-10 & 1-Dec-82 & 2 & 157.60 & 52.0 & 18372 & 8370 & 27.38398 & 1.5760 & 20.93586 & NA & & 1 \\\\\n", + "\t 3032 & 22-Apr-10 & 9-Feb-86 & 1 & 188.10 & 89.6 & 18374 & 9536 & 24.19712 & 1.8810 & 25.32389 & NA & & 2 \\\\\n", + "\t 3033 & 22-Apr-10 & 9-Apr-86 & 2 & 170.03 & 65.2 & 18374 & 9595 & 24.03559 & 1.7003 & 22.55259 & NA & & 1 \\\\\n", + "\t 3034 & 28-Apr-10 & 6-Feb-86 & 2 & 162.16 & 59.9 & 18380 & 9533 & 24.22177 & 1.6216 & 22.77925 & NA & & 1 \\\\\n", + "\\end{tabular}\n" + ], + "text/markdown": [ + "\n", + "| pid | visitdate | birthdate | sex1m2f | heightcm | weightkg | vdate | bdate | age | heightm | bmi | zbmius | zbmicatus | bmicat1norm2ow3ob |\n", + "|---|---|---|---|---|---|---|---|---|---|---|---|---|---|\n", + "| 3029 | 12-Apr-10 | 1-May-86 | 1 | 172.43 | 83.0 | 18364 | 9617 | 23.94798 | 1.7243 | 27.91595 | NA | | 2 |\n", + "| 3030 | 12-Apr-10 | 22-May-87 | 1 | 178.87 | 70.3 | 18364 | 10003 | 22.89117 | 1.7887 | 21.97254 | NA | | 1 |\n", + "| 3031 | 20-Apr-10 | 1-Dec-82 | 2 | 157.60 | 52.0 | 18372 | 8370 | 27.38398 | 1.5760 | 20.93586 | NA | | 1 |\n", + "| 3032 | 22-Apr-10 | 9-Feb-86 | 1 | 188.10 | 89.6 | 18374 | 9536 | 24.19712 | 1.8810 | 25.32389 | NA | | 2 |\n", + "| 3033 | 22-Apr-10 | 9-Apr-86 | 2 | 170.03 | 65.2 | 18374 | 9595 | 24.03559 | 1.7003 | 22.55259 | NA | | 1 |\n", + "| 3034 | 28-Apr-10 | 6-Feb-86 | 2 | 162.16 | 59.9 | 18380 | 9533 | 24.22177 | 1.6216 | 22.77925 | NA | | 1 |\n", + "\n" + ], + "text/plain": [ + " pid visitdate birthdate sex1m2f heightcm weightkg vdate bdate age \n", + "1 3029 12-Apr-10 1-May-86 1 172.43 83.0 18364 9617 23.94798\n", + "2 3030 12-Apr-10 22-May-87 1 178.87 70.3 18364 10003 22.89117\n", + "3 3031 20-Apr-10 1-Dec-82 2 157.60 52.0 18372 8370 27.38398\n", + "4 3032 22-Apr-10 9-Feb-86 1 188.10 89.6 18374 9536 24.19712\n", + "5 3033 22-Apr-10 9-Apr-86 2 170.03 65.2 18374 9595 24.03559\n", + "6 3034 28-Apr-10 6-Feb-86 2 162.16 59.9 18380 9533 24.22177\n", + " heightm bmi zbmius zbmicatus bmicat1norm2ow3ob\n", + "1 1.7243 27.91595 NA 2 \n", + "2 1.7887 21.97254 NA 1 \n", + "3 1.5760 20.93586 NA 1 \n", + "4 1.8810 25.32389 NA 2 \n", + "5 1.7003 22.55259 NA 1 \n", + "6 1.6216 22.77925 NA 1 " + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "98" + ], + "text/latex": [ + "98" + ], + "text/markdown": [ + "98" + ], + "text/plain": [ + "[1] 98" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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    \n" + ], + "text/latex": [ + "\\begin{enumerate*}\n", + "\\item 0.22\n", + "\\item 21.59\n", + "\\end{enumerate*}\n" + ], + "text/markdown": [ + "1. 0.22\n", + "2. 21.59\n", + "\n", + "\n" + ], + "text/plain": [ + "[1] 0.22 21.59" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "c(out_compLasso$stab_index, out_compLasso$MSE_mean)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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    datasetmethodmsestability
    bmi_gut lasso 24.07 0.14
    bmi_gut elent 25.33 0.23
    bmi_gut rf 4.99 0.02
    bmi_gut compLasso21.59 0.22
    \n" + ], + "text/latex": [ + "\\begin{tabular}{r|llll}\n", + " dataset & method & mse & stability\\\\\n", + "\\hline\n", + "\t bmi\\_gut & lasso & 24.07 & 0.14 \\\\\n", + "\t bmi\\_gut & elent & 25.33 & 0.23 \\\\\n", + "\t bmi\\_gut & rf & 4.99 & 0.02 \\\\\n", + "\t bmi\\_gut & compLasso & 21.59 & 0.22 \\\\\n", + "\\end{tabular}\n" + ], + "text/markdown": [ + "\n", + "| dataset | method | mse | stability |\n", + "|---|---|---|---|\n", + "| bmi_gut | lasso | 24.07 | 0.14 |\n", + "| bmi_gut | elent | 25.33 | 0.23 |\n", + "| bmi_gut | rf | 4.99 | 0.02 |\n", + "| bmi_gut | compLasso | 21.59 | 0.22 |\n", + "\n" + ], + "text/plain": [ + " dataset method mse stability\n", + "1 bmi_gut lasso 24.07 0.14 \n", + "2 bmi_gut elent 25.33 0.23 \n", + "3 bmi_gut rf 4.99 0.02 \n", + "4 bmi_gut compLasso 21.59 0.22 " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# combine and export results\n", + "bmi_gut = as.data.frame(matrix(NA, nrow=4, ncol=4))\n", + "colnames(bmi_gut) = c('dataset', 'method', 'mse', 'stability')\n", + "bmi_gut$dataset = 'bmi_gut'\n", + "bmi_gut$method = c('lasso', 'elent', 'rf', 'compLasso')\n", + "bmi_gut$mse = c(out_lasso$MSE_mean, out_elnet$MSE_mean, out_rf$MSE_mean, out_compLasso$MSE_mean)\n", + "bmi_gut$stability = c(out_lasso$stab_index, out_elnet$stab_index, out_rf$stab_index, out_compLasso$stab_index)\n", + "bmi_gut" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### hypothesis testing" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "load('../BMI/results_cts/BMI_boot_compLasso.RData')\n", + "load('../BMI/results_cts/BMI_boot_rf.RData')" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "0.2659" + ], + "text/latex": [ + "0.2659" + ], + "text/markdown": [ + "0.2659" + ], + "text/plain": [ + "[1] 0.2659" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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    \n" + ], + "text/latex": [ + "\\begin{description*}\n", + "\\item[2.5\\textbackslash{}\\%] 0.17475\n", + "\\item[97.5\\textbackslash{}\\%] 0.34\n", + "\\end{description*}\n" + ], + "text/markdown": [ + "2.5%\n", + ": 0.1747597.5%\n", + ": 0.34\n", + "\n" + ], + "text/plain": [ + " 2.5% 97.5% \n", + "0.17475 0.34000 " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "diff_stab = (boot_compLasso$stab_index - boot_rf$stab_index)\n", + "mean(diff_stab)\n", + "quantile(diff_stab, probs = c(0.025, 0.975)) \n", + "# CI doesn't contain zero: compLasso is significantly more stable than RF" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "11.8026936858767" + ], + "text/latex": [ + "11.8026936858767" + ], + "text/markdown": [ + "11.8026936858767" + ], + "text/plain": [ + "[1] 11.80269" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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    \n" + ], + "text/latex": [ + "\\begin{description*}\n", + "\\item[2.5\\textbackslash{}\\%] -2.09038719853993\n", + "\\item[97.5\\textbackslash{}\\%] 41.1831613135692\n", + "\\end{description*}\n" + ], + "text/markdown": [ + "2.5%\n", + ": -2.0903871985399397.5%\n", + ": 41.1831613135692\n", + "\n" + ], + "text/plain": [ + " 2.5% 97.5% \n", + "-2.090387 41.183161 " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "diff_mse = (unlist(boot_compLasso$MSE_list) - unlist(boot_rf$MSE_list)) # use all 100*100 MSEs\n", + "mean(diff_mse)\n", + "quantile(diff_mse, probs = c(0.025, 0.975)) \n", + "# CI contain zero: compLasso is not significantly different from RF based on MSE" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "R", + "language": "R", + "name": "ir" + }, + "language_info": { + "codemirror_mode": "r", + "file_extension": ".r", + "mimetype": "text/x-r-source", + "name": "R", + "pygments_lexer": "r", + "version": "3.6.1" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/data_application/notebooks_application/.ipynb_checkpoints/2.1.Soils_biomTableConversion (Python)-checkpoint.ipynb b/data_application/notebooks_application/.ipynb_checkpoints/2.1.Soils_biomTableConversion (Python)-checkpoint.ipynb new file mode 100755 index 0000000..16a40f2 --- /dev/null +++ b/data_application/notebooks_application/.ipynb_checkpoints/2.1.Soils_biomTableConversion (Python)-checkpoint.ipynb @@ -0,0 +1,1571 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# ref: the soil dataset used in balance tree\n", + "# https://msystems.asm.org/content/2/1/e00162-16" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import sys\n", + "import biom\n", + "from biom.util import biom_open\n", + "import pandas as pd\n", + "import numpy as np" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "def biom2pandas(file_biom, withTaxonomy=False, astype=int):\n", + " \"\"\" Converts a biom file into a Pandas.DataFrame\n", + " Parameters\n", + " ----------\n", + " file_biom : str\n", + " The path to the biom file.\n", + " withTaxonomy : bool\n", + " If TRUE, returns a second Pandas.Series with lineage information for\n", + " each feature, e.g. OTU or deblur-sequence. Default: FALSE\n", + " astype : type\n", + " datatype into each value of the biom table is casted. Default: int.\n", + " Use e.g. float if biom table contains relative abundances instead of\n", + " raw reads.\n", + " Returns\n", + " -------\n", + " A Pandas.DataFrame holding holding numerical values from the biom file.\n", + " If withTaxonomy is TRUE then a second Pandas.DataFrame is returned, holding\n", + " lineage information about each feature.\n", + " Raises\n", + " ------\n", + " IOError\n", + " If file_biom cannot be read.\n", + " ValueError\n", + " If withTaxonomy=TRUE but biom file does not hold taxonomy information.\n", + " \"\"\"\n", + " try:\n", + " table = biom.load_table(file_biom)\n", + " counts = pd.DataFrame(table.matrix_data.T.todense().astype(astype),\n", + " index=table.ids(axis='sample'),\n", + " columns=table.ids(axis='observation')).T\n", + " if withTaxonomy:\n", + " try:\n", + " md = table.metadata_to_dataframe('observation')\n", + " levels = [col\n", + " for col in md.columns\n", + " if col.startswith('taxonomy_')]\n", + " if levels == []:\n", + " raise ValueError(('No taxonomy information found in '\n", + " 'biom file.'))\n", + " else:\n", + " taxonomy = md.apply(lambda row:\n", + " \";\".join([row[l] for l in levels]),\n", + " axis=1)\n", + " return counts, taxonomy\n", + " except KeyError:\n", + " raise ValueError(('Biom file does not have any '\n", + " 'observation metadata!'))\n", + " else:\n", + " return counts\n", + " except IOError:\n", + " raise IOError('Cannot read file \"%s\"' % file_biom)\n", + "\n", + "\n", + "def pandas2biom(file_biom, table, taxonomy=None, err=sys.stderr):\n", + " \"\"\" Writes a Pandas.DataFrame into a biom file.\n", + " Parameters\n", + " ----------\n", + " file_biom: str\n", + " The filename of the BIOM file to be created.\n", + " table: a Pandas.DataFrame\n", + " The table that should be written as BIOM.\n", + " taxonomy : pandas.Series\n", + " Index is taxons corresponding to table, values are lineage strings like\n", + " 'k__Bacteria; p__Actinobacteria'\n", + " err : StringIO\n", + " Stream onto which errors / warnings should be printed.\n", + " Default is sys.stderr\n", + " Raises\n", + " ------\n", + " IOError\n", + " If file_biom cannot be written.\n", + " TODO\n", + " ----\n", + " 1) also store taxonomy information\n", + " \"\"\"\n", + " try:\n", + " bt = biom.Table(table.values,\n", + " observation_ids=table.index,\n", + " sample_ids=table.columns)\n", + "\n", + " # add taxonomy metadata if provided, i.e. is not None\n", + " if taxonomy is not None:\n", + " if not isinstance(taxonomy, pd.core.series.Series):\n", + " raise AttributeError('taxonomy must be a pandas.Series!')\n", + " idx_missing_intable = set(table.index) - set(taxonomy.index)\n", + " if len(idx_missing_intable) > 0:\n", + " err.write(('Warning: following %i taxa are not in the '\n", + " 'provided taxonomy:\\n%s\\n') % (\n", + " len(idx_missing_intable),\n", + " \", \".join(idx_missing_intable)))\n", + " missing = pd.Series(\n", + " index=idx_missing_intable,\n", + " name='taxonomy',\n", + " data='k__missing_lineage_information')\n", + " taxonomy = taxonomy.append(missing)\n", + " idx_missing_intaxonomy = set(taxonomy.index) - set(table.index)\n", + " if (len(idx_missing_intaxonomy) > 0) and err:\n", + " err.write(('Warning: following %i taxa are not in the '\n", + " 'provided count table, but in taxonomy:\\n%s\\n') % (\n", + " len(idx_missing_intaxonomy),\n", + " \", \".join(idx_missing_intaxonomy)))\n", + "\n", + " t = dict()\n", + " for taxon, linstr in taxonomy.iteritems():\n", + " # fill missing rank annotations with rank__\n", + " orig_lineage = {annot[0].lower(): annot\n", + " for annot\n", + " in (map(str.strip, linstr.split(';')))}\n", + " lineage = []\n", + " for rank in settings.RANKS:\n", + " rank_char = rank[0].lower()\n", + " if rank_char in orig_lineage:\n", + " lineage.append(orig_lineage[rank_char])\n", + " else:\n", + " lineage.append(rank_char+'__')\n", + " t[taxon] = {'taxonomy': \";\".join(lineage)}\n", + " bt.add_metadata(t, axis='observation')\n", + "\n", + " with biom_open(file_biom, 'w') as f:\n", + " bt.to_hdf5(f, \"example\")\n", + " except IOError:\n", + " raise IOError('Cannot write to file \"%s\"' % file_biom)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Balance_88soils" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(7396, 89)" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "soils_biom = biom2pandas('../88soils/238_otu_table.biom')\n", + "soils_biom.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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    Taxon
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    0123456
    Feature ID
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    1000547k__Bacteriap__Firmicutesc__Bacillio__Lactobacillalesf__Streptococcaceaeg__Streptococcuss__
    1000654k__Bacteriap__Bacteroidetesc__Sphingobacteriiao__Sphingobacterialesf__Sphingobacteriaceaeg__s__
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    TaxonGenus
    Feature ID
    1000512k__Bacteria;p__Actinobacteria;c__Thermoleophil...g__
    1000547k__Bacteria;p__Firmicutes;c__Bacilli;o__Lactob...g__Streptococcus
    1000654k__Bacteria;p__Bacteroidetes;c__Sphingobacteri...g__
    1000757k__Bacteria;p__Proteobacteria;c__Alphaproteoba...g__
    1000876k__Bacteria;p__Actinobacteria;c__Actinobacteri...g__Nocardioides
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    " + ], + "text/plain": [ + " Taxon \\\n", + "Feature ID \n", + "1000512 k__Bacteria;p__Actinobacteria;c__Thermoleophil... \n", + "1000547 k__Bacteria;p__Firmicutes;c__Bacilli;o__Lactob... \n", + "1000654 k__Bacteria;p__Bacteroidetes;c__Sphingobacteri... \n", + "1000757 k__Bacteria;p__Proteobacteria;c__Alphaproteoba... \n", + "1000876 k__Bacteria;p__Actinobacteria;c__Actinobacteri... \n", + "\n", + " Genus \n", + "Feature ID \n", + "1000512 g__ \n", + "1000547 g__Streptococcus \n", + "1000654 g__ \n", + "1000757 g__ \n", + "1000876 g__Nocardioides " + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "soils_taxa['Genus'] = taxa_new[5]\n", + "soils_taxa.head(5)" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "g__ 5213\n", + "g__Rhodoplanes 144\n", + "g__Bacillus 110\n", + "g__Candidatus Solibacter 100\n", + "g__Flavobacterium 71\n", + " ... \n", + "g__Rhodocyclus 1\n", + "g__Marinobacter 1\n", + "g__Afipia 1\n", + "g__Candidatus Amoebophilus 1\n", + "g__Desulfotomaculum 1\n", + "Name: Genus, Length: 335, dtype: int64" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "soils_taxa.Genus.value_counts()" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(2183, 2)" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# only keep those with genus assignment\n", + "soils_taxa_sub = soils_taxa[soils_taxa.Genus != 'g__']\n", + "soils_taxa_sub.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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    TaxonGenus
    Feature ID
    1000547k__Bacteria;p__Firmicutes;c__Bacilli;o__Lactob...g__Streptococcus
    1000876k__Bacteria;p__Actinobacteria;c__Actinobacteri...g__Nocardioides
    1003206k__Bacteria;p__Proteobacteria;c__Alphaproteoba...g__Sphingomonas
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    " + ], + "text/plain": [ + " Taxon \\\n", + "Feature ID \n", + "1000547 k__Bacteria;p__Firmicutes;c__Bacilli;o__Lactob... \n", + "1000876 k__Bacteria;p__Actinobacteria;c__Actinobacteri... \n", + "1003206 k__Bacteria;p__Proteobacteria;c__Alphaproteoba... \n", + "\n", + " Genus \n", + "Feature ID \n", + "1000547 g__Streptococcus \n", + "1000876 g__Nocardioides \n", + "1003206 g__Sphingomonas " + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "soils_taxa_sub.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(2183, 91)" + ] + }, + "execution_count": 39, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# partition biom table \n", + "soils_biom.index = soils_biom.index.astype('int64') \n", + "soils_biom_sub = soils_biom.merge(soils_taxa_sub, how='inner', left_index=True, right_index=True)\n", + "soils_biom_sub.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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    " + ], + "text/plain": [ + " 103.CA2 103.CO3 103.SR3 103.IE2 103.BP1 103.VC2 103.SA2 \\\n", + "244336 0 0 0 1 0 0 0 \n", + "809489 0 0 0 0 0 0 0 \n", + "533625 0 0 0 0 0 0 0 \n", + "\n", + " 103.GB2 103.CO2 103.KP1 ... 103.RT1 103.HI2 103.DF1 103.CF3 \\\n", + "244336 0 0 0 ... 0 0 0 0 \n", + "809489 1 0 0 ... 0 0 0 0 \n", + "533625 0 0 0 ... 0 0 0 0 \n", + "\n", + " 103.AR1 103.TL1 103.HI4 103.BB1 \\\n", + "244336 0 0 0 0 \n", + "809489 0 0 0 0 \n", + "533625 0 0 0 0 \n", + "\n", + " Taxon Genus \n", + "244336 k__Bacteria;p__Firmicutes;c__Bacilli;o__Bacill... g__Paenibacillus \n", + "809489 k__Bacteria;p__Firmicutes;c__Bacilli;o__Bacill... g__Bacillus \n", + "533625 k__Bacteria;p__Proteobacteria;c__Alphaproteoba... g__Novosphingobium \n", + "\n", + "[3 rows x 91 columns]" + ] + }, + "execution_count": 40, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "soils_biom_sub.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [], + "source": [ + "soils_biom_sub.set_index('Taxon', inplace=True)\n", + "soils_biom_sub.drop(['Genus'], axis=1, inplace=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(2183, 89)" + ] + }, + "execution_count": 42, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "soils_biom_sub.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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    Taxon
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    k__Bacteria;p__Firmicutes;c__Bacilli;o__Bacillales;f__Bacillaceae;g__Bacillus;s__muralis0000000100...0000000000
    k__Bacteria;p__Proteobacteria;c__Alphaproteobacteria;o__Sphingomonadales;f__Sphingomonadaceae;g__Novosphingobium;s__0000000000...0000000000
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    3 rows × 89 columns

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    " + ], + "text/plain": [ + " 103.CA2 103.CO3 103.SR3 \\\n", + "Taxon \n", + "k__Bacteria;p__Firmicutes;c__Bacilli;o__Bacilla... 0 0 0 \n", + "k__Bacteria;p__Firmicutes;c__Bacilli;o__Bacilla... 0 0 0 \n", + "k__Bacteria;p__Proteobacteria;c__Alphaproteobac... 0 0 0 \n", + "\n", + " 103.IE2 103.BP1 103.VC2 \\\n", + "Taxon \n", + "k__Bacteria;p__Firmicutes;c__Bacilli;o__Bacilla... 1 0 0 \n", + "k__Bacteria;p__Firmicutes;c__Bacilli;o__Bacilla... 0 0 0 \n", + "k__Bacteria;p__Proteobacteria;c__Alphaproteobac... 0 0 0 \n", + "\n", + " 103.SA2 103.GB2 103.CO2 \\\n", + "Taxon \n", + "k__Bacteria;p__Firmicutes;c__Bacilli;o__Bacilla... 0 0 0 \n", + "k__Bacteria;p__Firmicutes;c__Bacilli;o__Bacilla... 0 1 0 \n", + "k__Bacteria;p__Proteobacteria;c__Alphaproteobac... 0 0 0 \n", + "\n", + " 103.KP1 ... 103.LQ1 \\\n", + "Taxon ... \n", + "k__Bacteria;p__Firmicutes;c__Bacilli;o__Bacilla... 0 ... 0 \n", + "k__Bacteria;p__Firmicutes;c__Bacilli;o__Bacilla... 0 ... 0 \n", + "k__Bacteria;p__Proteobacteria;c__Alphaproteobac... 0 ... 0 \n", + "\n", + " 103.HI1 103.RT1 103.HI2 \\\n", + "Taxon \n", + "k__Bacteria;p__Firmicutes;c__Bacilli;o__Bacilla... 0 0 0 \n", + "k__Bacteria;p__Firmicutes;c__Bacilli;o__Bacilla... 0 0 0 \n", + "k__Bacteria;p__Proteobacteria;c__Alphaproteobac... 0 0 0 \n", + "\n", + " 103.DF1 103.CF3 103.AR1 \\\n", + "Taxon \n", + "k__Bacteria;p__Firmicutes;c__Bacilli;o__Bacilla... 0 0 0 \n", + "k__Bacteria;p__Firmicutes;c__Bacilli;o__Bacilla... 0 0 0 \n", + "k__Bacteria;p__Proteobacteria;c__Alphaproteobac... 0 0 0 \n", + "\n", + " 103.TL1 103.HI4 103.BB1 \n", + "Taxon \n", + "k__Bacteria;p__Firmicutes;c__Bacilli;o__Bacilla... 0 0 0 \n", + "k__Bacteria;p__Firmicutes;c__Bacilli;o__Bacilla... 0 0 0 \n", + "k__Bacteria;p__Proteobacteria;c__Alphaproteobac... 0 0 0 \n", + "\n", + "[3 rows x 89 columns]" + ] + }, + "execution_count": 43, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "soils_biom_sub.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(89, 2183)" + ] + }, + "execution_count": 44, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# transpose the dataframe \n", + "soils_biom_sub_t = soils_biom_sub.T\n", + "soils_biom_sub_t.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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    Taxonk__Bacteria;p__Firmicutes;c__Bacilli;o__Bacillales;f__Paenibacillaceae;g__Paenibacillus;s__k__Bacteria;p__Firmicutes;c__Bacilli;o__Bacillales;f__Bacillaceae;g__Bacillus;s__muralisk__Bacteria;p__Proteobacteria;c__Alphaproteobacteria;o__Sphingomonadales;f__Sphingomonadaceae;g__Novosphingobium;s__k__Bacteria;p__Acidobacteria;c__Solibacteres;o__Solibacterales;f__Solibacteraceae;g__Candidatus Solibacter;s__k__Bacteria;p__Proteobacteria;c__Alphaproteobacteria;o__Rhizobiales;f__Hyphomicrobiaceae;g__Rhodoplanes;s__k__Bacteria;p__Actinobacteria;c__Actinobacteria;o__Actinomycetales;f__Nocardioidaceae;g__Nocardioides;s__k__Bacteria;p__Bacteroidetes;c__Flavobacteriia;o__Flavobacteriales;f__Flavobacteriaceae;g__Flavobacterium;s__k__Bacteria;p__Firmicutes;c__Clostridia;o__Clostridiales;f__Peptococcaceae;g__Desulfotomaculum;s__k__Bacteria;p__Acidobacteria;c__Acidobacteriia;o__Acidobacteriales;f__Koribacteraceae;g__Candidatus Koribacter;s__k__Bacteria;p__Proteobacteria;c__Betaproteobacteria;o__Burkholderiales;f__Comamonadaceae;g__Methylibium;s__...k__Bacteria;p__Proteobacteria;c__Betaproteobacteria;o__Burkholderiales;f__Comamonadaceae;g__Rhodoferax;s__k__Bacteria;p__Proteobacteria;c__Gammaproteobacteria;o__Xanthomonadales;f__Xanthomonadaceae;g__Dokdonella;s__k__Bacteria;p__Firmicutes;c__Bacilli;o__Lactobacillales;f__Streptococcaceae;g__Streptococcus;s__k__Bacteria;p__Proteobacteria;c__Betaproteobacteria;o__Methylophilales;f__Methylophilaceae;g__Methylotenera;s__mobilisk__Bacteria;p__Actinobacteria;c__Actinobacteria;o__Actinomycetales;f__Streptomycetaceae;g__Streptomyces;s__k__Bacteria;p__Proteobacteria;c__Gammaproteobacteria;o__Xanthomonadales;f__Xanthomonadaceae;g__Luteimonas;s__k__Bacteria;p__Proteobacteria;c__Alphaproteobacteria;o__Rhizobiales;f__Hyphomicrobiaceae;g__Rhodoplanes;s__k__Bacteria;p__Firmicutes;c__Bacilli;o__Bacillales;f__Planococcaceae;g__Solibacillus;s__k__Bacteria;p__Proteobacteria;c__Betaproteobacteria;o__Burkholderiales;f__Comamonadaceae;g__Ramlibacter;s__k__Bacteria;p__Actinobacteria;c__Actinobacteria;o__Actinomycetales;f__Mycobacteriaceae;g__Mycobacterium;s__
    103.CA20000000000...0000000000
    103.CO30000000000...0000000001
    103.SR30000000000...0100000011
    \n", + "

    3 rows × 2183 columns

    \n", + "
    " + ], + "text/plain": [ + "Taxon k__Bacteria;p__Firmicutes;c__Bacilli;o__Bacillales;f__Paenibacillaceae;g__Paenibacillus;s__ \\\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 0 \n", + "\n", + "Taxon k__Bacteria;p__Firmicutes;c__Bacilli;o__Bacillales;f__Bacillaceae;g__Bacillus;s__muralis \\\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 0 \n", + "\n", + "Taxon k__Bacteria;p__Proteobacteria;c__Alphaproteobacteria;o__Sphingomonadales;f__Sphingomonadaceae;g__Novosphingobium;s__ \\\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 0 \n", + "\n", + "Taxon k__Bacteria;p__Acidobacteria;c__Solibacteres;o__Solibacterales;f__Solibacteraceae;g__Candidatus Solibacter;s__ \\\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 0 \n", + "\n", + "Taxon k__Bacteria;p__Proteobacteria;c__Alphaproteobacteria;o__Rhizobiales;f__Hyphomicrobiaceae;g__Rhodoplanes;s__ \\\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 0 \n", + "\n", + "Taxon k__Bacteria;p__Actinobacteria;c__Actinobacteria;o__Actinomycetales;f__Nocardioidaceae;g__Nocardioides;s__ \\\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 0 \n", + "\n", + "Taxon k__Bacteria;p__Bacteroidetes;c__Flavobacteriia;o__Flavobacteriales;f__Flavobacteriaceae;g__Flavobacterium;s__ \\\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 0 \n", + "\n", + "Taxon k__Bacteria;p__Firmicutes;c__Clostridia;o__Clostridiales;f__Peptococcaceae;g__Desulfotomaculum;s__ \\\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 0 \n", + "\n", + "Taxon k__Bacteria;p__Acidobacteria;c__Acidobacteriia;o__Acidobacteriales;f__Koribacteraceae;g__Candidatus Koribacter;s__ \\\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 0 \n", + "\n", + "Taxon k__Bacteria;p__Proteobacteria;c__Betaproteobacteria;o__Burkholderiales;f__Comamonadaceae;g__Methylibium;s__ \\\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 0 \n", + "\n", + "Taxon ... \\\n", + "103.CA2 ... \n", + "103.CO3 ... \n", + "103.SR3 ... \n", + "\n", + "Taxon k__Bacteria;p__Proteobacteria;c__Betaproteobacteria;o__Burkholderiales;f__Comamonadaceae;g__Rhodoferax;s__ \\\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 0 \n", + "\n", + "Taxon k__Bacteria;p__Proteobacteria;c__Gammaproteobacteria;o__Xanthomonadales;f__Xanthomonadaceae;g__Dokdonella;s__ \\\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 1 \n", + "\n", + "Taxon k__Bacteria;p__Firmicutes;c__Bacilli;o__Lactobacillales;f__Streptococcaceae;g__Streptococcus;s__ \\\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 0 \n", + "\n", + "Taxon k__Bacteria;p__Proteobacteria;c__Betaproteobacteria;o__Methylophilales;f__Methylophilaceae;g__Methylotenera;s__mobilis \\\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 0 \n", + "\n", + "Taxon k__Bacteria;p__Actinobacteria;c__Actinobacteria;o__Actinomycetales;f__Streptomycetaceae;g__Streptomyces;s__ \\\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 0 \n", + "\n", + "Taxon k__Bacteria;p__Proteobacteria;c__Gammaproteobacteria;o__Xanthomonadales;f__Xanthomonadaceae;g__Luteimonas;s__ \\\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 0 \n", + "\n", + "Taxon k__Bacteria;p__Proteobacteria;c__Alphaproteobacteria;o__Rhizobiales;f__Hyphomicrobiaceae;g__Rhodoplanes;s__ \\\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 0 \n", + "\n", + "Taxon k__Bacteria;p__Firmicutes;c__Bacilli;o__Bacillales;f__Planococcaceae;g__Solibacillus;s__ \\\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 0 \n", + "\n", + "Taxon k__Bacteria;p__Proteobacteria;c__Betaproteobacteria;o__Burkholderiales;f__Comamonadaceae;g__Ramlibacter;s__ \\\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 1 \n", + "\n", + "Taxon k__Bacteria;p__Actinobacteria;c__Actinobacteria;o__Actinomycetales;f__Mycobacteriaceae;g__Mycobacterium;s__ \n", + "103.CA2 0 \n", + "103.CO3 1 \n", + "103.SR3 1 \n", + "\n", + "[3 rows x 2183 columns]" + ] + }, + "execution_count": 45, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "soils_biom_sub_t.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "count 89.000000\n", + "mean 275.932584\n", + "std 115.508244\n", + "min 1.000000\n", + "25% 213.000000\n", + "50% 254.000000\n", + "75% 319.000000\n", + "max 805.000000\n", + "dtype: float64" + ] + }, + "execution_count": 46, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# make sure that each genus exist in at least one sample\n", + "soils_biom_sub_t.sum(axis=1).describe() # column sum" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "metadata": {}, + "outputs": [], + "source": [ + "# export\n", + "soils_biom_sub_t.to_csv('../88soils/88soils_genus_table.txt', sep='\\t')" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "count 2183.000000\n", + "mean 11.249656\n", + "std 33.869668\n", + "min 1.000000\n", + "25% 1.000000\n", + "50% 3.000000\n", + "75% 8.000000\n", + "max 690.000000\n", + "dtype: float64" + ] + }, + "execution_count": 48, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# check that not rarefied\n", + "soils_biom_sub_t.sum(axis=0).describe() # row sum" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.2" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/data_application/notebooks_application/.ipynb_checkpoints/2.2.soils_dataPreparation-checkpoint.ipynb b/data_application/notebooks_application/.ipynb_checkpoints/2.2.soils_dataPreparation-checkpoint.ipynb new file mode 100755 index 0000000..2217a77 --- /dev/null +++ b/data_application/notebooks_application/.ipynb_checkpoints/2.2.soils_dataPreparation-checkpoint.ipynb @@ -0,0 +1,1060 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "load('../88soils/88soils_genus_table.RData')" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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    103.CA20 0 0 0 0 0 0 0 0 0 ...0 0 0 0 0 0 0 0 0 0
    103.CO30 0 0 0 0 0 0 0 0 0 ...0 0 0 0 0 0 0 0 0 1
    103.SR30 0 0 0 0 0 0 0 0 0 ...0 1 0 0 0 0 0 0 1 1
    103.IE21 0 0 0 0 0 0 0 0 0 ...0 0 0 0 0 0 2 0 0 1
    103.BP10 0 0 0 0 0 0 0 0 0 ...0 0 0 0 0 0 0 0 0 1
    103.VC20 0 0 0 0 0 0 0 0 2 ...0 0 0 0 0 0 0 0 0 1
    \n" + ], + "text/latex": [ + "\\begin{tabular}{r|lllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllll}\n", + " & k\\_\\_Bacteria.p\\_\\_Firmicutes.c\\_\\_Bacilli.o\\_\\_Bacillales.f\\_\\_Paenibacillaceae.g\\_\\_Paenibacillus.s\\_\\_ & k\\_\\_Bacteria.p\\_\\_Firmicutes.c\\_\\_Bacilli.o\\_\\_Bacillales.f\\_\\_Bacillaceae.g\\_\\_Bacillus.s\\_\\_muralis & k\\_\\_Bacteria.p\\_\\_Proteobacteria.c\\_\\_Alphaproteobacteria.o\\_\\_Sphingomonadales.f\\_\\_Sphingomonadaceae.g\\_\\_Novosphingobium.s\\_\\_ & k\\_\\_Bacteria.p\\_\\_Acidobacteria.c\\_\\_Solibacteres.o\\_\\_Solibacterales.f\\_\\_Solibacteraceae.g\\_\\_Candidatus.Solibacter.s\\_\\_ & k\\_\\_Bacteria.p\\_\\_Proteobacteria.c\\_\\_Alphaproteobacteria.o\\_\\_Rhizobiales.f\\_\\_Hyphomicrobiaceae.g\\_\\_Rhodoplanes.s\\_\\_ & k\\_\\_Bacteria.p\\_\\_Actinobacteria.c\\_\\_Actinobacteria.o\\_\\_Actinomycetales.f\\_\\_Nocardioidaceae.g\\_\\_Nocardioides.s\\_\\_ & k\\_\\_Bacteria.p\\_\\_Bacteroidetes.c\\_\\_Flavobacteriia.o\\_\\_Flavobacteriales.f\\_\\_Flavobacteriaceae.g\\_\\_Flavobacterium.s\\_\\_ & k\\_\\_Bacteria.p\\_\\_Firmicutes.c\\_\\_Clostridia.o\\_\\_Clostridiales.f\\_\\_Peptococcaceae.g\\_\\_Desulfotomaculum.s\\_\\_ & k\\_\\_Bacteria.p\\_\\_Acidobacteria.c\\_\\_Acidobacteriia.o\\_\\_Acidobacteriales.f\\_\\_Koribacteraceae.g\\_\\_Candidatus.Koribacter.s\\_\\_ & k\\_\\_Bacteria.p\\_\\_Proteobacteria.c\\_\\_Betaproteobacteria.o\\_\\_Burkholderiales.f\\_\\_Comamonadaceae.g\\_\\_Methylibium.s\\_\\_ & ... & k\\_\\_Bacteria.p\\_\\_Proteobacteria.c\\_\\_Betaproteobacteria.o\\_\\_Burkholderiales.f\\_\\_Comamonadaceae.g\\_\\_Rhodoferax.s\\_\\_.4 & k\\_\\_Bacteria.p\\_\\_Proteobacteria.c\\_\\_Gammaproteobacteria.o\\_\\_Xanthomonadales.f\\_\\_Xanthomonadaceae.g\\_\\_Dokdonella.s\\_\\_.9 & k\\_\\_Bacteria.p\\_\\_Firmicutes.c\\_\\_Bacilli.o\\_\\_Lactobacillales.f\\_\\_Streptococcaceae.g\\_\\_Streptococcus.s\\_\\_.9 & k\\_\\_Bacteria.p\\_\\_Proteobacteria.c\\_\\_Betaproteobacteria.o\\_\\_Methylophilales.f\\_\\_Methylophilaceae.g\\_\\_Methylotenera.s\\_\\_mobilis.2 & k\\_\\_Bacteria.p\\_\\_Actinobacteria.c\\_\\_Actinobacteria.o\\_\\_Actinomycetales.f\\_\\_Streptomycetaceae.g\\_\\_Streptomyces.s\\_\\_.44 & k\\_\\_Bacteria.p\\_\\_Proteobacteria.c\\_\\_Gammaproteobacteria.o\\_\\_Xanthomonadales.f\\_\\_Xanthomonadaceae.g\\_\\_Luteimonas.s\\_\\_.2 & k\\_\\_Bacteria.p\\_\\_Proteobacteria.c\\_\\_Alphaproteobacteria.o\\_\\_Rhizobiales.f\\_\\_Hyphomicrobiaceae.g\\_\\_Rhodoplanes.s\\_\\_.142 & k\\_\\_Bacteria.p\\_\\_Firmicutes.c\\_\\_Bacilli.o\\_\\_Bacillales.f\\_\\_Planococcaceae.g\\_\\_Solibacillus.s\\_\\_.3 & k\\_\\_Bacteria.p\\_\\_Proteobacteria.c\\_\\_Betaproteobacteria.o\\_\\_Burkholderiales.f\\_\\_Comamonadaceae.g\\_\\_Ramlibacter.s\\_\\_.9 & k\\_\\_Bacteria.p\\_\\_Actinobacteria.c\\_\\_Actinobacteria.o\\_\\_Actinomycetales.f\\_\\_Mycobacteriaceae.g\\_\\_Mycobacterium.s\\_\\_.28\\\\\n", + "\\hline\n", + "\t103.CA2 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & ... & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 \\\\\n", + "\t103.CO3 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & ... & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 \\\\\n", + "\t103.SR3 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & ... & 0 & 1 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & 1 \\\\\n", + "\t103.IE2 & 1 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & ... & 0 & 0 & 0 & 0 & 0 & 0 & 2 & 0 & 0 & 1 \\\\\n", + "\t103.BP1 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & ... & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 \\\\\n", + "\t103.VC2 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 2 & ... & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 \\\\\n", + "\\end{tabular}\n" + ], + "text/markdown": [ + "\n", + "| | k__Bacteria.p__Firmicutes.c__Bacilli.o__Bacillales.f__Paenibacillaceae.g__Paenibacillus.s__ | k__Bacteria.p__Firmicutes.c__Bacilli.o__Bacillales.f__Bacillaceae.g__Bacillus.s__muralis | k__Bacteria.p__Proteobacteria.c__Alphaproteobacteria.o__Sphingomonadales.f__Sphingomonadaceae.g__Novosphingobium.s__ | k__Bacteria.p__Acidobacteria.c__Solibacteres.o__Solibacterales.f__Solibacteraceae.g__Candidatus.Solibacter.s__ | k__Bacteria.p__Proteobacteria.c__Alphaproteobacteria.o__Rhizobiales.f__Hyphomicrobiaceae.g__Rhodoplanes.s__ | k__Bacteria.p__Actinobacteria.c__Actinobacteria.o__Actinomycetales.f__Nocardioidaceae.g__Nocardioides.s__ | k__Bacteria.p__Bacteroidetes.c__Flavobacteriia.o__Flavobacteriales.f__Flavobacteriaceae.g__Flavobacterium.s__ | k__Bacteria.p__Firmicutes.c__Clostridia.o__Clostridiales.f__Peptococcaceae.g__Desulfotomaculum.s__ | k__Bacteria.p__Acidobacteria.c__Acidobacteriia.o__Acidobacteriales.f__Koribacteraceae.g__Candidatus.Koribacter.s__ | k__Bacteria.p__Proteobacteria.c__Betaproteobacteria.o__Burkholderiales.f__Comamonadaceae.g__Methylibium.s__ | ... | k__Bacteria.p__Proteobacteria.c__Betaproteobacteria.o__Burkholderiales.f__Comamonadaceae.g__Rhodoferax.s__.4 | k__Bacteria.p__Proteobacteria.c__Gammaproteobacteria.o__Xanthomonadales.f__Xanthomonadaceae.g__Dokdonella.s__.9 | k__Bacteria.p__Firmicutes.c__Bacilli.o__Lactobacillales.f__Streptococcaceae.g__Streptococcus.s__.9 | k__Bacteria.p__Proteobacteria.c__Betaproteobacteria.o__Methylophilales.f__Methylophilaceae.g__Methylotenera.s__mobilis.2 | k__Bacteria.p__Actinobacteria.c__Actinobacteria.o__Actinomycetales.f__Streptomycetaceae.g__Streptomyces.s__.44 | k__Bacteria.p__Proteobacteria.c__Gammaproteobacteria.o__Xanthomonadales.f__Xanthomonadaceae.g__Luteimonas.s__.2 | k__Bacteria.p__Proteobacteria.c__Alphaproteobacteria.o__Rhizobiales.f__Hyphomicrobiaceae.g__Rhodoplanes.s__.142 | k__Bacteria.p__Firmicutes.c__Bacilli.o__Bacillales.f__Planococcaceae.g__Solibacillus.s__.3 | k__Bacteria.p__Proteobacteria.c__Betaproteobacteria.o__Burkholderiales.f__Comamonadaceae.g__Ramlibacter.s__.9 | k__Bacteria.p__Actinobacteria.c__Actinobacteria.o__Actinomycetales.f__Mycobacteriaceae.g__Mycobacterium.s__.28 |\n", + "|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|\n", + "| 103.CA2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |\n", + "| 103.CO3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |\n", + "| 103.SR3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 |\n", + "| 103.IE2 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 1 |\n", + "| 103.BP1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |\n", + "| 103.VC2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |\n", + "\n" + ], + "text/plain": [ + " k__Bacteria.p__Firmicutes.c__Bacilli.o__Bacillales.f__Paenibacillaceae.g__Paenibacillus.s__\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 0 \n", + "103.IE2 1 \n", + "103.BP1 0 \n", + "103.VC2 0 \n", + " k__Bacteria.p__Firmicutes.c__Bacilli.o__Bacillales.f__Bacillaceae.g__Bacillus.s__muralis\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 0 \n", + "103.IE2 0 \n", + "103.BP1 0 \n", + "103.VC2 0 \n", + " k__Bacteria.p__Proteobacteria.c__Alphaproteobacteria.o__Sphingomonadales.f__Sphingomonadaceae.g__Novosphingobium.s__\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 0 \n", + "103.IE2 0 \n", + "103.BP1 0 \n", + "103.VC2 0 \n", + " k__Bacteria.p__Acidobacteria.c__Solibacteres.o__Solibacterales.f__Solibacteraceae.g__Candidatus.Solibacter.s__\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 0 \n", + "103.IE2 0 \n", + "103.BP1 0 \n", + "103.VC2 0 \n", + " k__Bacteria.p__Proteobacteria.c__Alphaproteobacteria.o__Rhizobiales.f__Hyphomicrobiaceae.g__Rhodoplanes.s__\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 0 \n", + "103.IE2 0 \n", + "103.BP1 0 \n", + "103.VC2 0 \n", + " k__Bacteria.p__Actinobacteria.c__Actinobacteria.o__Actinomycetales.f__Nocardioidaceae.g__Nocardioides.s__\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 0 \n", + "103.IE2 0 \n", + "103.BP1 0 \n", + "103.VC2 0 \n", + " k__Bacteria.p__Bacteroidetes.c__Flavobacteriia.o__Flavobacteriales.f__Flavobacteriaceae.g__Flavobacterium.s__\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 0 \n", + "103.IE2 0 \n", + "103.BP1 0 \n", + "103.VC2 0 \n", + " k__Bacteria.p__Firmicutes.c__Clostridia.o__Clostridiales.f__Peptococcaceae.g__Desulfotomaculum.s__\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 0 \n", + "103.IE2 0 \n", + "103.BP1 0 \n", + "103.VC2 0 \n", + " k__Bacteria.p__Acidobacteria.c__Acidobacteriia.o__Acidobacteriales.f__Koribacteraceae.g__Candidatus.Koribacter.s__\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 0 \n", + "103.IE2 0 \n", + "103.BP1 0 \n", + "103.VC2 0 \n", + " k__Bacteria.p__Proteobacteria.c__Betaproteobacteria.o__Burkholderiales.f__Comamonadaceae.g__Methylibium.s__\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 0 \n", + "103.IE2 0 \n", + "103.BP1 0 \n", + "103.VC2 2 \n", + " ...\n", + "103.CA2 ...\n", + "103.CO3 ...\n", + "103.SR3 ...\n", + "103.IE2 ...\n", + "103.BP1 ...\n", + "103.VC2 ...\n", + " k__Bacteria.p__Proteobacteria.c__Betaproteobacteria.o__Burkholderiales.f__Comamonadaceae.g__Rhodoferax.s__.4\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 0 \n", + "103.IE2 0 \n", + "103.BP1 0 \n", + "103.VC2 0 \n", + " k__Bacteria.p__Proteobacteria.c__Gammaproteobacteria.o__Xanthomonadales.f__Xanthomonadaceae.g__Dokdonella.s__.9\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 1 \n", + "103.IE2 0 \n", + "103.BP1 0 \n", + "103.VC2 0 \n", + " k__Bacteria.p__Firmicutes.c__Bacilli.o__Lactobacillales.f__Streptococcaceae.g__Streptococcus.s__.9\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 0 \n", + "103.IE2 0 \n", + "103.BP1 0 \n", + "103.VC2 0 \n", + " k__Bacteria.p__Proteobacteria.c__Betaproteobacteria.o__Methylophilales.f__Methylophilaceae.g__Methylotenera.s__mobilis.2\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 0 \n", + "103.IE2 0 \n", + "103.BP1 0 \n", + "103.VC2 0 \n", + " 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    103.CA2-7.828436-7.828436-7.828436-7.828436-7.828436-7.828436-7.828436-7.828436-7.828436-7.828436... -7.828436-7.828436-7.828436-7.828436-7.828436-7.828436-7.828436-7.828436-7.828436-7.828436
    103.CO3-7.892452-7.892452-7.892452-7.892452-7.892452-7.892452-7.892452-7.892452-7.892452-7.892452... -7.892452-7.892452-7.892452-7.892452-7.892452-7.892452-7.892452-7.892452-7.892452-7.199305
    103.SR3-7.942718-7.942718-7.942718-7.942718-7.942718-7.942718-7.942718-7.942718-7.942718-7.942718... -7.942718-7.249570-7.942718-7.942718-7.942718-7.942718-7.942718-7.942718-7.249570-7.249570
    103.IE2-7.208230-7.901377-7.901377-7.901377-7.901377-7.901377-7.901377-7.901377-7.901377-7.901377... -7.901377-7.901377-7.901377-7.901377-7.901377-7.901377-6.515083-7.901377-7.901377-7.208230
    103.BP1-7.781139-7.781139-7.781139-7.781139-7.781139-7.781139-7.781139-7.781139-7.781139-7.781139... -7.781139-7.781139-7.781139-7.781139-7.781139-7.781139-7.781139-7.781139-7.781139-7.087991
    103.VC2-7.825645-7.825645-7.825645-7.825645-7.825645-7.825645-7.825645-7.825645-7.825645-6.439350... -7.825645-7.825645-7.825645-7.825645-7.825645-7.825645-7.825645-7.825645-7.825645-7.132498
    \n" + ], + "text/latex": [ + "\\begin{tabular}{r|lllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllll}\n", + " & k\\_\\_Bacteria.p\\_\\_Firmicutes.c\\_\\_Bacilli.o\\_\\_Bacillales.f\\_\\_Paenibacillaceae.g\\_\\_Paenibacillus.s\\_\\_ & k\\_\\_Bacteria.p\\_\\_Firmicutes.c\\_\\_Bacilli.o\\_\\_Bacillales.f\\_\\_Bacillaceae.g\\_\\_Bacillus.s\\_\\_muralis & k\\_\\_Bacteria.p\\_\\_Proteobacteria.c\\_\\_Alphaproteobacteria.o\\_\\_Sphingomonadales.f\\_\\_Sphingomonadaceae.g\\_\\_Novosphingobium.s\\_\\_ & k\\_\\_Bacteria.p\\_\\_Acidobacteria.c\\_\\_Solibacteres.o\\_\\_Solibacterales.f\\_\\_Solibacteraceae.g\\_\\_Candidatus.Solibacter.s\\_\\_ & k\\_\\_Bacteria.p\\_\\_Proteobacteria.c\\_\\_Alphaproteobacteria.o\\_\\_Rhizobiales.f\\_\\_Hyphomicrobiaceae.g\\_\\_Rhodoplanes.s\\_\\_ & k\\_\\_Bacteria.p\\_\\_Actinobacteria.c\\_\\_Actinobacteria.o\\_\\_Actinomycetales.f\\_\\_Nocardioidaceae.g\\_\\_Nocardioides.s\\_\\_ & k\\_\\_Bacteria.p\\_\\_Bacteroidetes.c\\_\\_Flavobacteriia.o\\_\\_Flavobacteriales.f\\_\\_Flavobacteriaceae.g\\_\\_Flavobacterium.s\\_\\_ & k\\_\\_Bacteria.p\\_\\_Firmicutes.c\\_\\_Clostridia.o\\_\\_Clostridiales.f\\_\\_Peptococcaceae.g\\_\\_Desulfotomaculum.s\\_\\_ & k\\_\\_Bacteria.p\\_\\_Acidobacteria.c\\_\\_Acidobacteriia.o\\_\\_Acidobacteriales.f\\_\\_Koribacteraceae.g\\_\\_Candidatus.Koribacter.s\\_\\_ & k\\_\\_Bacteria.p\\_\\_Proteobacteria.c\\_\\_Betaproteobacteria.o\\_\\_Burkholderiales.f\\_\\_Comamonadaceae.g\\_\\_Methylibium.s\\_\\_ & ... & k\\_\\_Bacteria.p\\_\\_Proteobacteria.c\\_\\_Betaproteobacteria.o\\_\\_Burkholderiales.f\\_\\_Comamonadaceae.g\\_\\_Rhodoferax.s\\_\\_.4 & k\\_\\_Bacteria.p\\_\\_Proteobacteria.c\\_\\_Gammaproteobacteria.o\\_\\_Xanthomonadales.f\\_\\_Xanthomonadaceae.g\\_\\_Dokdonella.s\\_\\_.9 & k\\_\\_Bacteria.p\\_\\_Firmicutes.c\\_\\_Bacilli.o\\_\\_Lactobacillales.f\\_\\_Streptococcaceae.g\\_\\_Streptococcus.s\\_\\_.9 & k\\_\\_Bacteria.p\\_\\_Proteobacteria.c\\_\\_Betaproteobacteria.o\\_\\_Methylophilales.f\\_\\_Methylophilaceae.g\\_\\_Methylotenera.s\\_\\_mobilis.2 & k\\_\\_Bacteria.p\\_\\_Actinobacteria.c\\_\\_Actinobacteria.o\\_\\_Actinomycetales.f\\_\\_Streptomycetaceae.g\\_\\_Streptomyces.s\\_\\_.44 & k\\_\\_Bacteria.p\\_\\_Proteobacteria.c\\_\\_Gammaproteobacteria.o\\_\\_Xanthomonadales.f\\_\\_Xanthomonadaceae.g\\_\\_Luteimonas.s\\_\\_.2 & k\\_\\_Bacteria.p\\_\\_Proteobacteria.c\\_\\_Alphaproteobacteria.o\\_\\_Rhizobiales.f\\_\\_Hyphomicrobiaceae.g\\_\\_Rhodoplanes.s\\_\\_.142 & k\\_\\_Bacteria.p\\_\\_Firmicutes.c\\_\\_Bacilli.o\\_\\_Bacillales.f\\_\\_Planococcaceae.g\\_\\_Solibacillus.s\\_\\_.3 & k\\_\\_Bacteria.p\\_\\_Proteobacteria.c\\_\\_Betaproteobacteria.o\\_\\_Burkholderiales.f\\_\\_Comamonadaceae.g\\_\\_Ramlibacter.s\\_\\_.9 & k\\_\\_Bacteria.p\\_\\_Actinobacteria.c\\_\\_Actinobacteria.o\\_\\_Actinomycetales.f\\_\\_Mycobacteriaceae.g\\_\\_Mycobacterium.s\\_\\_.28\\\\\n", + "\\hline\n", + "\t103.CA2 & -7.828436 & -7.828436 & -7.828436 & -7.828436 & -7.828436 & -7.828436 & -7.828436 & -7.828436 & -7.828436 & -7.828436 & ... & -7.828436 & -7.828436 & -7.828436 & -7.828436 & -7.828436 & -7.828436 & -7.828436 & -7.828436 & -7.828436 & -7.828436\\\\\n", + "\t103.CO3 & -7.892452 & -7.892452 & -7.892452 & -7.892452 & -7.892452 & -7.892452 & -7.892452 & -7.892452 & -7.892452 & -7.892452 & ... & -7.892452 & -7.892452 & -7.892452 & -7.892452 & -7.892452 & -7.892452 & -7.892452 & -7.892452 & -7.892452 & -7.199305\\\\\n", + "\t103.SR3 & -7.942718 & -7.942718 & -7.942718 & -7.942718 & -7.942718 & -7.942718 & -7.942718 & -7.942718 & -7.942718 & -7.942718 & ... & -7.942718 & -7.249570 & -7.942718 & -7.942718 & -7.942718 & -7.942718 & -7.942718 & -7.942718 & -7.249570 & -7.249570\\\\\n", + "\t103.IE2 & -7.208230 & -7.901377 & -7.901377 & -7.901377 & -7.901377 & -7.901377 & -7.901377 & -7.901377 & -7.901377 & -7.901377 & ... & -7.901377 & -7.901377 & -7.901377 & -7.901377 & -7.901377 & -7.901377 & -6.515083 & -7.901377 & -7.901377 & -7.208230\\\\\n", + "\t103.BP1 & -7.781139 & -7.781139 & -7.781139 & -7.781139 & -7.781139 & -7.781139 & -7.781139 & -7.781139 & -7.781139 & -7.781139 & ... & -7.781139 & -7.781139 & -7.781139 & -7.781139 & -7.781139 & -7.781139 & -7.781139 & -7.781139 & -7.781139 & -7.087991\\\\\n", + "\t103.VC2 & -7.825645 & -7.825645 & -7.825645 & -7.825645 & -7.825645 & -7.825645 & -7.825645 & -7.825645 & -7.825645 & -6.439350 & ... & -7.825645 & -7.825645 & -7.825645 & -7.825645 & -7.825645 & -7.825645 & -7.825645 & -7.825645 & -7.825645 & -7.132498\\\\\n", + "\\end{tabular}\n" + ], + "text/markdown": [ + "\n", + "| | k__Bacteria.p__Firmicutes.c__Bacilli.o__Bacillales.f__Paenibacillaceae.g__Paenibacillus.s__ | k__Bacteria.p__Firmicutes.c__Bacilli.o__Bacillales.f__Bacillaceae.g__Bacillus.s__muralis | k__Bacteria.p__Proteobacteria.c__Alphaproteobacteria.o__Sphingomonadales.f__Sphingomonadaceae.g__Novosphingobium.s__ | k__Bacteria.p__Acidobacteria.c__Solibacteres.o__Solibacterales.f__Solibacteraceae.g__Candidatus.Solibacter.s__ | k__Bacteria.p__Proteobacteria.c__Alphaproteobacteria.o__Rhizobiales.f__Hyphomicrobiaceae.g__Rhodoplanes.s__ | k__Bacteria.p__Actinobacteria.c__Actinobacteria.o__Actinomycetales.f__Nocardioidaceae.g__Nocardioides.s__ | k__Bacteria.p__Bacteroidetes.c__Flavobacteriia.o__Flavobacteriales.f__Flavobacteriaceae.g__Flavobacterium.s__ | k__Bacteria.p__Firmicutes.c__Clostridia.o__Clostridiales.f__Peptococcaceae.g__Desulfotomaculum.s__ | k__Bacteria.p__Acidobacteria.c__Acidobacteriia.o__Acidobacteriales.f__Koribacteraceae.g__Candidatus.Koribacter.s__ | k__Bacteria.p__Proteobacteria.c__Betaproteobacteria.o__Burkholderiales.f__Comamonadaceae.g__Methylibium.s__ | ... | k__Bacteria.p__Proteobacteria.c__Betaproteobacteria.o__Burkholderiales.f__Comamonadaceae.g__Rhodoferax.s__.4 | k__Bacteria.p__Proteobacteria.c__Gammaproteobacteria.o__Xanthomonadales.f__Xanthomonadaceae.g__Dokdonella.s__.9 | k__Bacteria.p__Firmicutes.c__Bacilli.o__Lactobacillales.f__Streptococcaceae.g__Streptococcus.s__.9 | k__Bacteria.p__Proteobacteria.c__Betaproteobacteria.o__Methylophilales.f__Methylophilaceae.g__Methylotenera.s__mobilis.2 | k__Bacteria.p__Actinobacteria.c__Actinobacteria.o__Actinomycetales.f__Streptomycetaceae.g__Streptomyces.s__.44 | k__Bacteria.p__Proteobacteria.c__Gammaproteobacteria.o__Xanthomonadales.f__Xanthomonadaceae.g__Luteimonas.s__.2 | k__Bacteria.p__Proteobacteria.c__Alphaproteobacteria.o__Rhizobiales.f__Hyphomicrobiaceae.g__Rhodoplanes.s__.142 | k__Bacteria.p__Firmicutes.c__Bacilli.o__Bacillales.f__Planococcaceae.g__Solibacillus.s__.3 | k__Bacteria.p__Proteobacteria.c__Betaproteobacteria.o__Burkholderiales.f__Comamonadaceae.g__Ramlibacter.s__.9 | k__Bacteria.p__Actinobacteria.c__Actinobacteria.o__Actinomycetales.f__Mycobacteriaceae.g__Mycobacterium.s__.28 |\n", + "|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|\n", + "| 103.CA2 | -7.828436 | -7.828436 | -7.828436 | -7.828436 | -7.828436 | -7.828436 | -7.828436 | -7.828436 | -7.828436 | -7.828436 | ... | -7.828436 | -7.828436 | -7.828436 | -7.828436 | -7.828436 | -7.828436 | -7.828436 | -7.828436 | -7.828436 | -7.828436 |\n", + "| 103.CO3 | -7.892452 | -7.892452 | -7.892452 | -7.892452 | -7.892452 | -7.892452 | -7.892452 | -7.892452 | -7.892452 | -7.892452 | ... | -7.892452 | -7.892452 | -7.892452 | -7.892452 | -7.892452 | -7.892452 | -7.892452 | -7.892452 | -7.892452 | -7.199305 |\n", + "| 103.SR3 | -7.942718 | -7.942718 | -7.942718 | -7.942718 | -7.942718 | -7.942718 | -7.942718 | -7.942718 | -7.942718 | -7.942718 | ... | -7.942718 | -7.249570 | -7.942718 | -7.942718 | -7.942718 | -7.942718 | -7.942718 | -7.942718 | -7.249570 | -7.249570 |\n", + "| 103.IE2 | -7.208230 | -7.901377 | -7.901377 | -7.901377 | -7.901377 | -7.901377 | -7.901377 | -7.901377 | -7.901377 | -7.901377 | ... | -7.901377 | -7.901377 | -7.901377 | -7.901377 | -7.901377 | -7.901377 | -6.515083 | -7.901377 | -7.901377 | -7.208230 |\n", + "| 103.BP1 | -7.781139 | -7.781139 | -7.781139 | -7.781139 | -7.781139 | -7.781139 | -7.781139 | -7.781139 | -7.781139 | -7.781139 | ... | -7.781139 | -7.781139 | -7.781139 | -7.781139 | -7.781139 | -7.781139 | -7.781139 | -7.781139 | -7.781139 | -7.087991 |\n", + "| 103.VC2 | -7.825645 | -7.825645 | -7.825645 | -7.825645 | -7.825645 | -7.825645 | -7.825645 | -7.825645 | -7.825645 | -6.439350 | ... | -7.825645 | -7.825645 | -7.825645 | -7.825645 | -7.825645 | -7.825645 | -7.825645 | -7.825645 | -7.825645 | -7.132498 |\n", + "\n" + ], + "text/plain": [ + " k__Bacteria.p__Firmicutes.c__Bacilli.o__Bacillales.f__Paenibacillaceae.g__Paenibacillus.s__\n", + "103.CA2 -7.828436 \n", + "103.CO3 -7.892452 \n", + "103.SR3 -7.942718 \n", + "103.IE2 -7.208230 \n", + "103.BP1 -7.781139 \n", + "103.VC2 -7.825645 \n", + " k__Bacteria.p__Firmicutes.c__Bacilli.o__Bacillales.f__Bacillaceae.g__Bacillus.s__muralis\n", + "103.CA2 -7.828436 \n", + "103.CO3 -7.892452 \n", + "103.SR3 -7.942718 \n", + "103.IE2 -7.901377 \n", + "103.BP1 -7.781139 \n", + "103.VC2 -7.825645 \n", + " k__Bacteria.p__Proteobacteria.c__Alphaproteobacteria.o__Sphingomonadales.f__Sphingomonadaceae.g__Novosphingobium.s__\n", + "103.CA2 -7.828436 \n", + "103.CO3 -7.892452 \n", + "103.SR3 -7.942718 \n", + "103.IE2 -7.901377 \n", + "103.BP1 -7.781139 \n", + "103.VC2 -7.825645 \n", + " k__Bacteria.p__Acidobacteria.c__Solibacteres.o__Solibacterales.f__Solibacteraceae.g__Candidatus.Solibacter.s__\n", + "103.CA2 -7.828436 \n", + "103.CO3 -7.892452 \n", + "103.SR3 -7.942718 \n", + "103.IE2 -7.901377 \n", + "103.BP1 -7.781139 \n", + "103.VC2 -7.825645 \n", + " k__Bacteria.p__Proteobacteria.c__Alphaproteobacteria.o__Rhizobiales.f__Hyphomicrobiaceae.g__Rhodoplanes.s__\n", + "103.CA2 -7.828436 \n", + "103.CO3 -7.892452 \n", + "103.SR3 -7.942718 \n", + "103.IE2 -7.901377 \n", + "103.BP1 -7.781139 \n", + "103.VC2 -7.825645 \n", + " k__Bacteria.p__Actinobacteria.c__Actinobacteria.o__Actinomycetales.f__Nocardioidaceae.g__Nocardioides.s__\n", + "103.CA2 -7.828436 \n", + "103.CO3 -7.892452 \n", + "103.SR3 -7.942718 \n", + "103.IE2 -7.901377 \n", + "103.BP1 -7.781139 \n", + "103.VC2 -7.825645 \n", + " k__Bacteria.p__Bacteroidetes.c__Flavobacteriia.o__Flavobacteriales.f__Flavobacteriaceae.g__Flavobacterium.s__\n", + "103.CA2 -7.828436 \n", + "103.CO3 -7.892452 \n", + "103.SR3 -7.942718 \n", + "103.IE2 -7.901377 \n", + "103.BP1 -7.781139 \n", + "103.VC2 -7.825645 \n", + " k__Bacteria.p__Firmicutes.c__Clostridia.o__Clostridiales.f__Peptococcaceae.g__Desulfotomaculum.s__\n", + "103.CA2 -7.828436 \n", + "103.CO3 -7.892452 \n", + "103.SR3 -7.942718 \n", + "103.IE2 -7.901377 \n", + "103.BP1 -7.781139 \n", + "103.VC2 -7.825645 \n", + " k__Bacteria.p__Acidobacteria.c__Acidobacteriia.o__Acidobacteriales.f__Koribacteraceae.g__Candidatus.Koribacter.s__\n", + "103.CA2 -7.828436 \n", + "103.CO3 -7.892452 \n", + "103.SR3 -7.942718 \n", + "103.IE2 -7.901377 \n", + "103.BP1 -7.781139 \n", + "103.VC2 -7.825645 \n", + " k__Bacteria.p__Proteobacteria.c__Betaproteobacteria.o__Burkholderiales.f__Comamonadaceae.g__Methylibium.s__\n", + "103.CA2 -7.828436 \n", + "103.CO3 -7.892452 \n", + "103.SR3 -7.942718 \n", + "103.IE2 -7.901377 \n", + "103.BP1 -7.781139 \n", + "103.VC2 -6.439350 \n", + " ...\n", + "103.CA2 ...\n", + "103.CO3 ...\n", + "103.SR3 ...\n", + "103.IE2 ...\n", + "103.BP1 ...\n", + "103.VC2 ...\n", + " k__Bacteria.p__Proteobacteria.c__Betaproteobacteria.o__Burkholderiales.f__Comamonadaceae.g__Rhodoferax.s__.4\n", + "103.CA2 -7.828436 \n", + "103.CO3 -7.892452 \n", + "103.SR3 -7.942718 \n", + "103.IE2 -7.901377 \n", + "103.BP1 -7.781139 \n", + "103.VC2 -7.825645 \n", + " k__Bacteria.p__Proteobacteria.c__Gammaproteobacteria.o__Xanthomonadales.f__Xanthomonadaceae.g__Dokdonella.s__.9\n", + "103.CA2 -7.828436 \n", + "103.CO3 -7.892452 \n", + "103.SR3 -7.249570 \n", + "103.IE2 -7.901377 \n", + "103.BP1 -7.781139 \n", + "103.VC2 -7.825645 \n", + " k__Bacteria.p__Firmicutes.c__Bacilli.o__Lactobacillales.f__Streptococcaceae.g__Streptococcus.s__.9\n", + "103.CA2 -7.828436 \n", + "103.CO3 -7.892452 \n", + "103.SR3 -7.942718 \n", + "103.IE2 -7.901377 \n", + "103.BP1 -7.781139 \n", + "103.VC2 -7.825645 \n", + " k__Bacteria.p__Proteobacteria.c__Betaproteobacteria.o__Methylophilales.f__Methylophilaceae.g__Methylotenera.s__mobilis.2\n", + "103.CA2 -7.828436 \n", + "103.CO3 -7.892452 \n", + "103.SR3 -7.942718 \n", + "103.IE2 -7.901377 \n", + "103.BP1 -7.781139 \n", + "103.VC2 -7.825645 \n", + " k__Bacteria.p__Actinobacteria.c__Actinobacteria.o__Actinomycetales.f__Streptomycetaceae.g__Streptomyces.s__.44\n", + "103.CA2 -7.828436 \n", + "103.CO3 -7.892452 \n", + "103.SR3 -7.942718 \n", + "103.IE2 -7.901377 \n", + "103.BP1 -7.781139 \n", + "103.VC2 -7.825645 \n", + " k__Bacteria.p__Proteobacteria.c__Gammaproteobacteria.o__Xanthomonadales.f__Xanthomonadaceae.g__Luteimonas.s__.2\n", + "103.CA2 -7.828436 \n", + "103.CO3 -7.892452 \n", + "103.SR3 -7.942718 \n", + "103.IE2 -7.901377 \n", + "103.BP1 -7.781139 \n", + "103.VC2 -7.825645 \n", + " k__Bacteria.p__Proteobacteria.c__Alphaproteobacteria.o__Rhizobiales.f__Hyphomicrobiaceae.g__Rhodoplanes.s__.142\n", + "103.CA2 -7.828436 \n", + "103.CO3 -7.892452 \n", + "103.SR3 -7.942718 \n", + "103.IE2 -6.515083 \n", + "103.BP1 -7.781139 \n", + "103.VC2 -7.825645 \n", + " k__Bacteria.p__Firmicutes.c__Bacilli.o__Bacillales.f__Planococcaceae.g__Solibacillus.s__.3\n", + "103.CA2 -7.828436 \n", + "103.CO3 -7.892452 \n", + "103.SR3 -7.942718 \n", + "103.IE2 -7.901377 \n", + "103.BP1 -7.781139 \n", + "103.VC2 -7.825645 \n", + " k__Bacteria.p__Proteobacteria.c__Betaproteobacteria.o__Burkholderiales.f__Comamonadaceae.g__Ramlibacter.s__.9\n", + "103.CA2 -7.828436 \n", + "103.CO3 -7.892452 \n", + "103.SR3 -7.249570 \n", + "103.IE2 -7.901377 \n", + "103.BP1 -7.781139 \n", + "103.VC2 -7.825645 \n", + " k__Bacteria.p__Actinobacteria.c__Actinobacteria.o__Actinomycetales.f__Mycobacteriaceae.g__Mycobacterium.s__.28\n", + "103.CA2 -7.828436 \n", + "103.CO3 -7.199305 \n", + "103.SR3 -7.249570 \n", + "103.IE2 -7.208230 \n", + "103.BP1 -7.087991 \n", + "103.VC2 -7.132498 " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# add pesudo count 0.5\n", + "x = count # preprossed done already\n", + "x[x == 0] <- 0.5\n", + "x <- x/rowSums(x) # relative abundance\n", + "taxa <- log(x)\n", + "dim(taxa)\n", + "head(taxa)" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
      \n", + "\t
    1. 'BarcodeSequence'
    2. \n", + "\t
    3. 'LinkerPrimerSequence'
    4. \n", + "\t
    5. 'barcode_read_group_tag'
    6. \n", + "\t
    7. 'dna_extracted_prep'
    8. \n", + "\t
    9. 'experiment_alias'
    10. \n", + "\t
    11. 'experiment_center'
    12. \n", + "\t
    13. 'experiment_design_description'
    14. \n", + "\t
    15. 'experiment_title'
    16. \n", + "\t
    17. 'instrument_name'
    18. \n", + "\t
    19. 'key_seq'
    20. \n", + "\t
    21. 'library_construction_protocol'
    22. \n", + "\t
    23. 'linker'
    24. \n", + "\t
    25. 'pcr_primers'
    26. \n", + "\t
    27. 'physical_specimen_remaining_prep'
    28. \n", + "\t
    29. 'platform'
    30. \n", + "\t
    31. 'pool_member_name'
    32. \n", + "\t
    33. 'pool_proportion'
    34. \n", + "\t
    35. 'primer_read_group_tag'
    36. \n", + "\t
    37. 'region'
    38. \n", + "\t
    39. 'run_alias'
    40. \n", + "\t
    41. 'run_center'
    42. \n", + "\t
    43. 'run_date'
    44. \n", + "\t
    45. 'run_prefix'
    46. \n", + "\t
    47. 'samp_size'
    48. \n", + "\t
    49. 'sample_center'
    50. \n", + "\t
    51. 'sample_type_prep'
    52. \n", + "\t
    53. 'sequencing_meth'
    54. \n", + "\t
    55. 'study_center'
    56. \n", + "\t
    57. 'study_ref'
    58. \n", + "\t
    59. 'target_gene'
    60. \n", + "\t
    61. 'target_subfragment'
    62. \n", + "\t
    63. 'altitude'
    64. \n", + "\t
    65. 'annual_season_precpt'
    66. \n", + "\t
    67. 'annual_season_temp'
    68. \n", + "\t
    69. 'anonymized_name'
    70. \n", + "\t
    71. 'assigned_from_geo'
    72. \n", + "\t
    73. 'carb_nitro_ratio'
    74. \n", + "\t
    75. 'cmin_rate'
    76. \n", + "\t
    77. 'collection_date'
    78. \n", + "\t
    79. 'common_name'
    80. \n", + "\t
    81. 'country'
    82. \n", + "\t
    83. 'depth'
    84. \n", + "\t
    85. 'dna_extracted'
    86. \n", + "\t
    87. 'elevation'
    88. \n", + "\t
    89. 'env_biome'
    90. \n", + "\t
    91. 'env_feature'
    92. \n", + "\t
    93. 'env_matter'
    94. \n", + "\t
    95. 'host_subject_id'
    96. \n", + "\t
    97. 'latitude'
    98. \n", + "\t
    99. 'longitude'
    100. \n", + "\t
    101. 'ph'
    102. \n", + "\t
    103. 'physical_specimen_remaining'
    104. \n", + "\t
    105. 'project_name'
    106. \n", + "\t
    107. 'public'
    108. \n", + "\t
    109. 'sample_type'
    110. \n", + "\t
    111. 'silt_clay'
    112. \n", + "\t
    113. 'soil_moisture_deficit'
    114. \n", + "\t
    115. 'soil_type'
    116. \n", + "\t
    117. 'specific_location'
    118. \n", + "\t
    119. 'taxon_id'
    120. \n", + "\t
    121. 'texture'
    122. \n", + "\t
    123. 'title'
    124. \n", + "\t
    125. 'tot_org_carb'
    126. \n", + "\t
    127. 'tot_org_nitro'
    128. \n", + "\t
    129. 'Description'
    130. \n", + "\t
    131. 'ph2'
    132. \n", + "\t
    133. 'ph3'
    134. \n", + "\t
    135. 'ph4'
    136. \n", + "\t
    137. 'ph_rounded'
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'BarcodeSequence'\n", + "2. 'LinkerPrimerSequence'\n", + "3. 'barcode_read_group_tag'\n", + "4. 'dna_extracted_prep'\n", + "5. 'experiment_alias'\n", + "6. 'experiment_center'\n", + "7. 'experiment_design_description'\n", + "8. 'experiment_title'\n", + "9. 'instrument_name'\n", + "10. 'key_seq'\n", + "11. 'library_construction_protocol'\n", + "12. 'linker'\n", + "13. 'pcr_primers'\n", + "14. 'physical_specimen_remaining_prep'\n", + "15. 'platform'\n", + "16. 'pool_member_name'\n", + "17. 'pool_proportion'\n", + "18. 'primer_read_group_tag'\n", + "19. 'region'\n", + "20. 'run_alias'\n", + "21. 'run_center'\n", + "22. 'run_date'\n", + "23. 'run_prefix'\n", + "24. 'samp_size'\n", + "25. 'sample_center'\n", + "26. 'sample_type_prep'\n", + "27. 'sequencing_meth'\n", + "28. 'study_center'\n", + "29. 'study_ref'\n", + "30. 'target_gene'\n", + "31. 'target_subfragment'\n", + "32. 'altitude'\n", + "33. 'annual_season_precpt'\n", + "34. 'annual_season_temp'\n", + "35. 'anonymized_name'\n", + "36. 'assigned_from_geo'\n", + "37. 'carb_nitro_ratio'\n", + "38. 'cmin_rate'\n", + "39. 'collection_date'\n", + "40. 'common_name'\n", + "41. 'country'\n", + "42. 'depth'\n", + "43. 'dna_extracted'\n", + "44. 'elevation'\n", + "45. 'env_biome'\n", + "46. 'env_feature'\n", + "47. 'env_matter'\n", + "48. 'host_subject_id'\n", + "49. 'latitude'\n", + "50. 'longitude'\n", + "51. 'ph'\n", + "52. 'physical_specimen_remaining'\n", + "53. 'project_name'\n", + "54. 'public'\n", + "55. 'sample_type'\n", + "56. 'silt_clay'\n", + "57. 'soil_moisture_deficit'\n", + "58. 'soil_type'\n", + "59. 'specific_location'\n", + "60. 'taxon_id'\n", + "61. 'texture'\n", + "62. 'title'\n", + "63. 'tot_org_carb'\n", + "64. 'tot_org_nitro'\n", + "65. 'Description'\n", + "66. 'ph2'\n", + "67. 'ph3'\n", + "68. 'ph4'\n", + "69. 'ph_rounded'\n", + "\n", + "\n" + ], + "text/plain": [ + " [1] \"BarcodeSequence\" \"LinkerPrimerSequence\" \n", + " [3] \"barcode_read_group_tag\" \"dna_extracted_prep\" \n", + " [5] \"experiment_alias\" \"experiment_center\" \n", + " [7] \"experiment_design_description\" \"experiment_title\" \n", + " [9] \"instrument_name\" \"key_seq\" \n", + "[11] \"library_construction_protocol\" \"linker\" \n", + "[13] \"pcr_primers\" \"physical_specimen_remaining_prep\"\n", + "[15] \"platform\" \"pool_member_name\" \n", + "[17] \"pool_proportion\" \"primer_read_group_tag\" \n", + "[19] \"region\" \"run_alias\" \n", + "[21] \"run_center\" \"run_date\" \n", + "[23] \"run_prefix\" \"samp_size\" \n", + "[25] \"sample_center\" \"sample_type_prep\" \n", + "[27] \"sequencing_meth\" \"study_center\" \n", + "[29] \"study_ref\" \"target_gene\" \n", + "[31] \"target_subfragment\" \"altitude\" \n", + "[33] \"annual_season_precpt\" \"annual_season_temp\" \n", + "[35] \"anonymized_name\" \"assigned_from_geo\" \n", + "[37] \"carb_nitro_ratio\" \"cmin_rate\" \n", + "[39] \"collection_date\" \"common_name\" \n", + "[41] \"country\" \"depth\" \n", + "[43] \"dna_extracted\" \"elevation\" \n", + "[45] \"env_biome\" \"env_feature\" \n", + "[47] \"env_matter\" \"host_subject_id\" \n", + "[49] \"latitude\" \"longitude\" \n", + "[51] \"ph\" \"physical_specimen_remaining\" \n", + "[53] \"project_name\" \"public\" \n", + "[55] \"sample_type\" \"silt_clay\" \n", + "[57] \"soil_moisture_deficit\" \"soil_type\" \n", + "[59] \"specific_location\" \"taxon_id\" \n", + "[61] \"texture\" \"title\" \n", + "[63] \"tot_org_carb\" \"tot_org_nitro\" \n", + "[65] \"Description\" \"ph2\" \n", + "[67] \"ph3\" \"ph4\" \n", + "[69] \"ph_rounded\" " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "colnames(demo)" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "89" + ], + "text/latex": [ + "89" + ], + "text/markdown": [ + "89" + ], + "text/plain": [ + "[1] 89" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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    datasetmethodmsestability
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    soil_88 elent 0.23 0.16
    soil_88 rf 0.26 0.04
    soil_88 compLasso0.46 0.39
    \n" + ], + "text/latex": [ + "\\begin{tabular}{r|llll}\n", + " dataset & method & mse & stability\\\\\n", + "\\hline\n", + "\t soil\\_88 & lasso & 0.34 & 0.31 \\\\\n", + "\t soil\\_88 & elent & 0.23 & 0.16 \\\\\n", + "\t soil\\_88 & rf & 0.26 & 0.04 \\\\\n", + "\t soil\\_88 & compLasso & 0.46 & 0.39 \\\\\n", + "\\end{tabular}\n" + ], + "text/markdown": [ + "\n", + "| dataset | method | mse | stability |\n", + "|---|---|---|---|\n", + "| soil_88 | lasso | 0.34 | 0.31 |\n", + "| soil_88 | elent | 0.23 | 0.16 |\n", + "| soil_88 | rf | 0.26 | 0.04 |\n", + "| soil_88 | compLasso | 0.46 | 0.39 |\n", + "\n" + ], + "text/plain": [ + " dataset method mse stability\n", + "1 soil_88 lasso 0.34 0.31 \n", + "2 soil_88 elent 0.23 0.16 \n", + "3 soil_88 rf 0.26 0.04 \n", + "4 soil_88 compLasso 0.46 0.39 " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# combine and export results\n", + "soil_88 = as.data.frame(matrix(NA, nrow=4, ncol=4))\n", + "colnames(soil_88) = c('dataset', 'method', 'mse', 'stability')\n", + "soil_88$dataset = 'soil_88'\n", + "soil_88$method = c('lasso', 'elent', 'rf', 'compLasso')\n", + "soil_88$mse = c(out_lasso$MSE_mean, out_elnet$MSE_mean, out_rf$MSE_mean, out_compLasso$MSE_mean)\n", + "soil_88$stability = c(out_lasso$stab_index, out_elnet$stab_index, out_rf$stab_index, out_compLasso$stab_index)\n", + "soil_88" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### hypothesis testing" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "load('../88soils/results_cts/soils_ph_boot_compLasso.RData')\n", + "load('../88soils/results_cts/soils_ph_boot_rf.RData')" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "0.3595" + ], + "text/latex": [ + "0.3595" + ], + "text/markdown": [ + "0.3595" + ], + "text/plain": [ + "[1] 0.3595" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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    A data.frame: 4 × 4
    datasetmethodROCstability
    <chr><chr><dbl><dbl>
    bmi_gutlasso 0.630.14
    bmi_gutelent 0.780.19
    bmi_gutrf 1.000.01
    bmi_gutcompLasso0.850.29
    \n" + ], + "text/latex": [ + "A data.frame: 4 × 4\n", + "\\begin{tabular}{llll}\n", + " dataset & method & ROC & stability\\\\\n", + " & & & \\\\\n", + "\\hline\n", + "\t bmi\\_gut & lasso & 0.63 & 0.14\\\\\n", + "\t bmi\\_gut & elent & 0.78 & 0.19\\\\\n", + "\t bmi\\_gut & rf & 1.00 & 0.01\\\\\n", + "\t bmi\\_gut & compLasso & 0.85 & 0.29\\\\\n", + "\\end{tabular}\n" + ], + "text/markdown": [ + "\n", + "A data.frame: 4 × 4\n", + "\n", + "| dataset <chr> | method <chr> | ROC <dbl> | stability <dbl> |\n", + "|---|---|---|---|\n", + "| bmi_gut | lasso | 0.63 | 0.14 |\n", + "| bmi_gut | elent | 0.78 | 0.19 |\n", + "| bmi_gut | rf | 1.00 | 0.01 |\n", + "| bmi_gut | compLasso | 0.85 | 0.29 |\n", + "\n" + ], + "text/plain": [ + " dataset method ROC stability\n", + "1 bmi_gut lasso 0.63 0.14 \n", + "2 bmi_gut elent 0.78 0.19 \n", + "3 bmi_gut rf 1.00 0.01 \n", + "4 bmi_gut compLasso 0.85 0.29 " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "bmi_gut = as.data.frame(matrix(NA, nrow=4, ncol=4))\n", + "colnames(bmi_gut) = c('dataset', 'method', 'ROC', 'stability')\n", + "bmi_gut$dataset = 'bmi_gut'\n", + "bmi_gut$method = c('lasso', 'elent', 'rf', 'compLasso')\n", + "bmi_gut$ROC = c(out_lasso$ROC_mean, out_elnet$ROC_mean, out_rf$ROC_mean, out_GenCompLasso$ROC_mean)\n", + "bmi_gut$stability = c(out_lasso$stab_index, out_elnet$stab_index, out_rf$stab_index, out_GenCompLasso$stab_index)\n", + "bmi_gut" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "# testing\n", + "load(paste0(dir, '/BMI_binary_boot_rf.RData'))\n", + "load(paste0(dir, '/BMI_binary_boot_compLasso.RData'))" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "0.2997" + ], + "text/latex": [ + "0.2997" + ], + "text/markdown": [ + "0.2997" + ], + "text/plain": [ + "[1] 0.2997" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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    A data.frame: 4 × 4
    datasetmethodROCstability
    <chr><chr><dbl><dbl>
    soil_88lasso 0.900.28
    soil_88elent 0.940.32
    soil_88rf 1.000.03
    soil_88compLasso0.960.46
    \n" + ], + "text/latex": [ + "A data.frame: 4 × 4\n", + "\\begin{tabular}{llll}\n", + " dataset & method & ROC & stability\\\\\n", + " & & & \\\\\n", + "\\hline\n", + "\t soil\\_88 & lasso & 0.90 & 0.28\\\\\n", + "\t soil\\_88 & elent & 0.94 & 0.32\\\\\n", + "\t soil\\_88 & rf & 1.00 & 0.03\\\\\n", + "\t soil\\_88 & compLasso & 0.96 & 0.46\\\\\n", + "\\end{tabular}\n" + ], + "text/markdown": [ + "\n", + "A data.frame: 4 × 4\n", + "\n", + "| dataset <chr> | method <chr> | ROC <dbl> | stability <dbl> |\n", + "|---|---|---|---|\n", + "| soil_88 | lasso | 0.90 | 0.28 |\n", + "| soil_88 | elent | 0.94 | 0.32 |\n", + "| soil_88 | rf | 1.00 | 0.03 |\n", + "| soil_88 | compLasso | 0.96 | 0.46 |\n", + "\n" + ], + "text/plain": [ + " dataset method ROC stability\n", + "1 soil_88 lasso 0.90 0.28 \n", + "2 soil_88 elent 0.94 0.32 \n", + "3 soil_88 rf 1.00 0.03 \n", + "4 soil_88 compLasso 0.96 0.46 " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "soil_88 = as.data.frame(matrix(NA, nrow=4, ncol=4))\n", + "colnames(soil_88) = c('dataset', 'method', 'ROC', 'stability')\n", + "soil_88$dataset = 'soil_88'\n", + "soil_88$method = c('lasso', 'elent', 'rf', 'compLasso')\n", + "soil_88$ROC = c(out_lasso$ROC_mean, out_elnet$ROC_mean, out_rf$ROC_mean, out_GenCompLasso$ROC_mean)\n", + "soil_88$stability = c(out_lasso$stab_index, out_elnet$stab_index, out_rf$stab_index, out_GenCompLasso$stab_index)\n", + "soil_88" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [], + "source": [ + "# testing\n", + "load(paste0(dir, '/soils_binary_ph_boot_rf.RData'))\n", + "load(paste0(dir, '/soils_binary_ph_boot_compLasso.RData'))" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "0.4323" + ], + "text/latex": [ + "0.4323" + ], + "text/markdown": [ + "0.4323" + ], + "text/plain": [ + "[1] 0.4323" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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Bacteria.Proteobacteria.Gammaproteobacteria.Xanthomonadales.Xanthomonadaceae.Stenotrophomonas & Bacteria.Spirochaetes.Spirochaetes.Spirochaetales.Brachyspiraceae.Brachyspira & Bacteria.Spirochaetes.Spirochaetes.Spirochaetales.Spirochaetaceae.Treponema & Bacteria.Synergistetes.Synergistia.Synergistales.Synergistaceae.Cloacibacillus & Bacteria.Synergistetes.Synergistia.Synergistales.Synergistaceae.Pyramidobacter & Bacteria.Verrucomicrobia.Verrucomicrobiae.Verrucomicrobiales.Verrucomicrobiaceae.Akkermansia\\\\\n", + "\\hline\n", + "\t3001 & 1 & 5067 & 0 & 4153 & 0 & 0 & 0 & 534 & 0 & 0 & ... & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 \\\\\n", + "\t3003 & 0 & 4659 & 0 & 2177 & 0 & 0 & 0 & 105 & 0 & 0 & ... & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 \\\\\n", + "\t3004 & 0 & 4342 & 0 & 3008 & 0 & 2 & 0 & 134 & 0 & 0 & ... & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 \\\\\n", + "\t3006 & 8 & 2910 & 0 & 4147 & 0 & 0 & 0 & 459 & 0 & 0 & ... & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 \\\\\n", + "\t3007 & 5 & 5630 & 0 & 4705 & 0 & 0 & 0 & 214 & 0 & 0 & ... & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 \\\\\n", + "\t3008 & 5 & 1868 & 0 & 1619 & 0 & 0 & 0 & 17 & 0 & 0 & ... & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 \\\\\n", + "\\end{tabular}\n" + ], + "text/markdown": [ + "\n", + "| | Bacteria.Actinobacteria | Bacteria.Bacteroidetes | Bacteria.Cyanobacteria | Bacteria.Firmicutes | Bacteria.Fusobacteria | Bacteria.Lentisphaerae | Bacteria.OD1 | Bacteria.Proteobacteria | Bacteria.Spirochaetes | Bacteria.Synergistetes | ... | Bacteria.Proteobacteria.Gammaproteobacteria.Pseudomonadales.Moraxellaceae.Enhydrobacter | Bacteria.Proteobacteria.Gammaproteobacteria.Pseudomonadales.Pseudomonadaceae.Pseudomonas | Bacteria.Proteobacteria.Gammaproteobacteria.Vibrionales.Vibrionaceae.Vibrio | Bacteria.Proteobacteria.Gammaproteobacteria.Xanthomonadales.Xanthomonadaceae.Lysobacter | Bacteria.Proteobacteria.Gammaproteobacteria.Xanthomonadales.Xanthomonadaceae.Stenotrophomonas | Bacteria.Spirochaetes.Spirochaetes.Spirochaetales.Brachyspiraceae.Brachyspira | Bacteria.Spirochaetes.Spirochaetes.Spirochaetales.Spirochaetaceae.Treponema | Bacteria.Synergistetes.Synergistia.Synergistales.Synergistaceae.Cloacibacillus | Bacteria.Synergistetes.Synergistia.Synergistales.Synergistaceae.Pyramidobacter | Bacteria.Verrucomicrobia.Verrucomicrobiae.Verrucomicrobiales.Verrucomicrobiaceae.Akkermansia |\n", + "|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|\n", + "| 3001 | 1 | 5067 | 0 | 4153 | 0 | 0 | 0 | 534 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |\n", + "| 3003 | 0 | 4659 | 0 | 2177 | 0 | 0 | 0 | 105 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |\n", + "| 3004 | 0 | 4342 | 0 | 3008 | 0 | 2 | 0 | 134 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |\n", + "| 3006 | 8 | 2910 | 0 | 4147 | 0 | 0 | 0 | 459 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |\n", + "| 3007 | 5 | 5630 | 0 | 4705 | 0 | 0 | 0 | 214 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |\n", + "| 3008 | 5 | 1868 | 0 | 1619 | 0 | 0 | 0 | 17 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |\n", + "\n" + ], + "text/plain": [ + " Bacteria.Actinobacteria Bacteria.Bacteroidetes Bacteria.Cyanobacteria\n", + "3001 1 5067 0 \n", + "3003 0 4659 0 \n", + "3004 0 4342 0 \n", + "3006 8 2910 0 \n", + "3007 5 5630 0 \n", + "3008 5 1868 0 \n", + " Bacteria.Firmicutes Bacteria.Fusobacteria Bacteria.Lentisphaerae\n", + "3001 4153 0 0 \n", + "3003 2177 0 0 \n", + "3004 3008 0 2 \n", + "3006 4147 0 0 \n", + "3007 4705 0 0 \n", + "3008 1619 0 0 \n", + " Bacteria.OD1 Bacteria.Proteobacteria Bacteria.Spirochaetes\n", + "3001 0 534 0 \n", + "3003 0 105 0 \n", + "3004 0 134 0 \n", + "3006 0 459 0 \n", + "3007 0 214 0 \n", + "3008 0 17 0 \n", + " Bacteria.Synergistetes ...\n", + "3001 0 ...\n", + "3003 0 ...\n", + "3004 0 ...\n", + "3006 0 ...\n", + "3007 0 ...\n", + "3008 0 ...\n", + " Bacteria.Proteobacteria.Gammaproteobacteria.Pseudomonadales.Moraxellaceae.Enhydrobacter\n", + "3001 0 \n", + "3003 0 \n", + "3004 0 \n", + "3006 0 \n", + "3007 0 \n", + "3008 0 \n", + " Bacteria.Proteobacteria.Gammaproteobacteria.Pseudomonadales.Pseudomonadaceae.Pseudomonas\n", + "3001 0 \n", + "3003 0 \n", + "3004 0 \n", + "3006 0 \n", + "3007 0 \n", + "3008 0 \n", + " Bacteria.Proteobacteria.Gammaproteobacteria.Vibrionales.Vibrionaceae.Vibrio\n", + "3001 0 \n", + "3003 0 \n", + "3004 0 \n", + "3006 0 \n", + "3007 0 \n", + "3008 0 \n", + " Bacteria.Proteobacteria.Gammaproteobacteria.Xanthomonadales.Xanthomonadaceae.Lysobacter\n", + "3001 0 \n", + "3003 0 \n", + "3004 0 \n", + "3006 0 \n", + "3007 0 \n", + "3008 0 \n", + " Bacteria.Proteobacteria.Gammaproteobacteria.Xanthomonadales.Xanthomonadaceae.Stenotrophomonas\n", + "3001 0 \n", + "3003 0 \n", + "3004 0 \n", + "3006 0 \n", + "3007 0 \n", + "3008 0 \n", + " Bacteria.Spirochaetes.Spirochaetes.Spirochaetales.Brachyspiraceae.Brachyspira\n", + "3001 0 \n", + "3003 0 \n", + "3004 0 \n", + "3006 0 \n", + "3007 0 \n", + "3008 0 \n", + " Bacteria.Spirochaetes.Spirochaetes.Spirochaetales.Spirochaetaceae.Treponema\n", + "3001 0 \n", + "3003 0 \n", + "3004 0 \n", + "3006 0 \n", + "3007 0 \n", + "3008 0 \n", + " Bacteria.Synergistetes.Synergistia.Synergistales.Synergistaceae.Cloacibacillus\n", + "3001 0 \n", + "3003 0 \n", + "3004 0 \n", + "3006 0 \n", + "3007 0 \n", + "3008 0 \n", + " Bacteria.Synergistetes.Synergistia.Synergistales.Synergistaceae.Pyramidobacter\n", + "3001 0 \n", + "3003 0 \n", + "3004 0 \n", + "3006 0 \n", + "3007 0 \n", + "3008 0 \n", + " Bacteria.Verrucomicrobia.Verrucomicrobiae.Verrucomicrobiales.Verrucomicrobiaceae.Akkermansia\n", + "3001 0 \n", + "3003 0 \n", + "3004 0 \n", + "3006 0 \n", + "3007 0 \n", + "3008 0 " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# unrarefied microbe count table\n", + "count <- as.matrix(read.table(\"../../code_Lin/cvs/data/combo_count_tab.txt\")) \n", + "dim(count)\n", + "head(count)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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Bacteria.Bacteroidetes.Bacteroidia.Bacteroidales.Porphyromonadaceae.Butyricimonas & ... & Bacteria.Proteobacteria.Betaproteobacteria.Burkholderiales.Oxalobacteraceae.Oxalobacter & Bacteria.Proteobacteria.Betaproteobacteria.Neisseriales.Neisseriaceae.Neisseria & Bacteria.Proteobacteria.Deltaproteobacteria.Desulfovibrionales.Desulfovibrionaceae.Desulfovibrio & Bacteria.Proteobacteria.Epsilonproteobacteria.Campylobacterales.Campylobacteraceae.Campylobacter & Bacteria.Proteobacteria.Gammaproteobacteria.Aeromonadales.Succinivibrionaceae.Succinivibrio & Bacteria.Proteobacteria.Gammaproteobacteria.Pseudomonadales.Pseudomonadaceae.Pseudomonas & Bacteria.Proteobacteria.Gammaproteobacteria.Xanthomonadales.Xanthomonadaceae.Stenotrophomonas & Bacteria.Synergistetes.Synergistia.Synergistales.Synergistaceae.Cloacibacillus & Bacteria.Synergistetes.Synergistia.Synergistales.Synergistaceae.Pyramidobacter & Bacteria.Verrucomicrobia.Verrucomicrobiae.Verrucomicrobiales.Verrucomicrobiaceae.Akkermansia\\\\\n", + "\\hline\n", + "\t3001 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 2878 & 0 & 69 & ... & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 \\\\\n", + "\t3003 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 578 & 180 & 0 & ... & 2 & 0 & 0 & 1 & 0 & 0 & 0 & 0 & 0 & 0 \\\\\n", + "\t3004 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 3503 & 143 & 0 & ... & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 \\\\\n", + "\t3006 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 2162 & 1 & 0 & ... & 3 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 \\\\\n", + "\t3007 & 0 & 0 & 0 & 2 & 0 & 0 & 0 & 4453 & 0 & 0 & ... & 9 & 0 & 0 & 1 & 0 & 0 & 0 & 0 & 0 & 0 \\\\\n", + "\t3008 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 950 & 237 & 19 & ... & 4 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 \\\\\n", + "\\end{tabular}\n" + ], + "text/markdown": [ + "\n", + "| | Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Asaccharobacter | Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Atopobium | Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Collinsella | Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Eggerthella | Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Gordonibacter | Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Olsenella | Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Slackia | Bacteria.Bacteroidetes.Bacteroidia.Bacteroidales.Bacteroidaceae.Bacteroides | Bacteria.Bacteroidetes.Bacteroidia.Bacteroidales.Porphyromonadaceae.Barnesiella | Bacteria.Bacteroidetes.Bacteroidia.Bacteroidales.Porphyromonadaceae.Butyricimonas | ... | Bacteria.Proteobacteria.Betaproteobacteria.Burkholderiales.Oxalobacteraceae.Oxalobacter | Bacteria.Proteobacteria.Betaproteobacteria.Neisseriales.Neisseriaceae.Neisseria | Bacteria.Proteobacteria.Deltaproteobacteria.Desulfovibrionales.Desulfovibrionaceae.Desulfovibrio | Bacteria.Proteobacteria.Epsilonproteobacteria.Campylobacterales.Campylobacteraceae.Campylobacter | Bacteria.Proteobacteria.Gammaproteobacteria.Aeromonadales.Succinivibrionaceae.Succinivibrio | Bacteria.Proteobacteria.Gammaproteobacteria.Pseudomonadales.Pseudomonadaceae.Pseudomonas | Bacteria.Proteobacteria.Gammaproteobacteria.Xanthomonadales.Xanthomonadaceae.Stenotrophomonas | Bacteria.Synergistetes.Synergistia.Synergistales.Synergistaceae.Cloacibacillus | Bacteria.Synergistetes.Synergistia.Synergistales.Synergistaceae.Pyramidobacter | Bacteria.Verrucomicrobia.Verrucomicrobiae.Verrucomicrobiales.Verrucomicrobiaceae.Akkermansia |\n", + "|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|\n", + "| 3001 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2878 | 0 | 69 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |\n", + "| 3003 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 578 | 180 | 0 | ... | 2 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |\n", + "| 3004 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3503 | 143 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |\n", + "| 3006 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2162 | 1 | 0 | ... | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |\n", + "| 3007 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 4453 | 0 | 0 | ... | 9 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |\n", + "| 3008 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 950 | 237 | 19 | ... | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |\n", + "\n" + ], + "text/plain": [ + " Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Asaccharobacter\n", + "3001 0 \n", + "3003 0 \n", + "3004 0 \n", + "3006 0 \n", + "3007 0 \n", + "3008 0 \n", + " Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Atopobium\n", + "3001 0 \n", + "3003 0 \n", + "3004 0 \n", + "3006 0 \n", + "3007 0 \n", + "3008 0 \n", + " Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Collinsella\n", + "3001 0 \n", + "3003 0 \n", + "3004 0 \n", + "3006 0 \n", + "3007 0 \n", + "3008 0 \n", + " Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Eggerthella\n", + "3001 0 \n", + "3003 0 \n", + "3004 0 \n", + "3006 0 \n", + "3007 2 \n", + "3008 1 \n", + " Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Gordonibacter\n", + "3001 0 \n", + "3003 0 \n", + "3004 0 \n", + "3006 0 \n", + "3007 0 \n", + "3008 0 \n", + " Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Olsenella\n", + "3001 0 \n", + "3003 0 \n", + "3004 0 \n", + "3006 0 \n", + "3007 0 \n", + "3008 0 \n", + " Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Slackia\n", + "3001 0 \n", + "3003 0 \n", + "3004 0 \n", + "3006 0 \n", + "3007 0 \n", + "3008 0 \n", + " Bacteria.Bacteroidetes.Bacteroidia.Bacteroidales.Bacteroidaceae.Bacteroides\n", + "3001 2878 \n", + "3003 578 \n", + "3004 3503 \n", + "3006 2162 \n", + "3007 4453 \n", + "3008 950 \n", + " Bacteria.Bacteroidetes.Bacteroidia.Bacteroidales.Porphyromonadaceae.Barnesiella\n", + "3001 0 \n", + "3003 180 \n", + "3004 143 \n", + "3006 1 \n", + "3007 0 \n", + "3008 237 \n", + " Bacteria.Bacteroidetes.Bacteroidia.Bacteroidales.Porphyromonadaceae.Butyricimonas\n", + "3001 69 \n", + "3003 0 \n", + "3004 0 \n", + "3006 0 \n", + "3007 0 \n", + "3008 19 \n", + " ...\n", + "3001 ...\n", + "3003 ...\n", + "3004 ...\n", + "3006 ...\n", + "3007 ...\n", + "3008 ...\n", + " Bacteria.Proteobacteria.Betaproteobacteria.Burkholderiales.Oxalobacteraceae.Oxalobacter\n", + "3001 0 \n", + "3003 2 \n", + "3004 0 \n", + "3006 3 \n", + "3007 9 \n", + "3008 4 \n", + " Bacteria.Proteobacteria.Betaproteobacteria.Neisseriales.Neisseriaceae.Neisseria\n", + "3001 0 \n", + "3003 0 \n", + "3004 0 \n", + "3006 0 \n", + "3007 0 \n", + "3008 0 \n", + " Bacteria.Proteobacteria.Deltaproteobacteria.Desulfovibrionales.Desulfovibrionaceae.Desulfovibrio\n", + "3001 0 \n", + "3003 0 \n", + "3004 0 \n", + "3006 0 \n", + "3007 0 \n", + "3008 0 \n", + " Bacteria.Proteobacteria.Epsilonproteobacteria.Campylobacterales.Campylobacteraceae.Campylobacter\n", + "3001 0 \n", + "3003 1 \n", + "3004 0 \n", + "3006 0 \n", + "3007 1 \n", + "3008 0 \n", + " Bacteria.Proteobacteria.Gammaproteobacteria.Aeromonadales.Succinivibrionaceae.Succinivibrio\n", + "3001 0 \n", + "3003 0 \n", + "3004 0 \n", + "3006 0 \n", + "3007 0 \n", + "3008 0 \n", + " Bacteria.Proteobacteria.Gammaproteobacteria.Pseudomonadales.Pseudomonadaceae.Pseudomonas\n", + "3001 0 \n", + "3003 0 \n", + "3004 0 \n", + "3006 0 \n", + "3007 0 \n", + "3008 0 \n", + " Bacteria.Proteobacteria.Gammaproteobacteria.Xanthomonadales.Xanthomonadaceae.Stenotrophomonas\n", + "3001 0 \n", + "3003 0 \n", + "3004 0 \n", + "3006 0 \n", + "3007 0 \n", + "3008 0 \n", + " Bacteria.Synergistetes.Synergistia.Synergistales.Synergistaceae.Cloacibacillus\n", + "3001 0 \n", + "3003 0 \n", + "3004 0 \n", + "3006 0 \n", + "3007 0 \n", + "3008 0 \n", + " Bacteria.Synergistetes.Synergistia.Synergistales.Synergistaceae.Pyramidobacter\n", + "3001 0 \n", + "3003 0 \n", + "3004 0 \n", + "3006 0 \n", + "3007 0 \n", + "3008 0 \n", + " Bacteria.Verrucomicrobia.Verrucomicrobiae.Verrucomicrobiales.Verrucomicrobiaceae.Akkermansia\n", + "3001 0 \n", + "3003 0 \n", + "3004 0 \n", + "3006 0 \n", + "3007 0 \n", + "3008 0 " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# retain only microbes at genus level and exist at least one sample\n", + "depth <- sapply(strsplit(colnames(count), \"\\\\.\"), length)\n", + "x <- count[, depth == 6 & colSums(count != 0) >= 1] # 98 * 87\n", + "dim(x)\n", + "head(x)" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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    Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.AsaccharobacterBacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.AtopobiumBacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.CollinsellaBacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.EggerthellaBacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.GordonibacterBacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.OlsenellaBacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.SlackiaBacteria.Bacteroidetes.Bacteroidia.Bacteroidales.Bacteroidaceae.BacteroidesBacteria.Bacteroidetes.Bacteroidia.Bacteroidales.Porphyromonadaceae.BarnesiellaBacteria.Bacteroidetes.Bacteroidia.Bacteroidales.Porphyromonadaceae.Butyricimonas...Bacteria.Proteobacteria.Betaproteobacteria.Burkholderiales.Oxalobacteraceae.OxalobacterBacteria.Proteobacteria.Betaproteobacteria.Neisseriales.Neisseriaceae.NeisseriaBacteria.Proteobacteria.Deltaproteobacteria.Desulfovibrionales.Desulfovibrionaceae.DesulfovibrioBacteria.Proteobacteria.Epsilonproteobacteria.Campylobacterales.Campylobacteraceae.CampylobacterBacteria.Proteobacteria.Gammaproteobacteria.Aeromonadales.Succinivibrionaceae.SuccinivibrioBacteria.Proteobacteria.Gammaproteobacteria.Pseudomonadales.Pseudomonadaceae.PseudomonasBacteria.Proteobacteria.Gammaproteobacteria.Xanthomonadales.Xanthomonadaceae.StenotrophomonasBacteria.Synergistetes.Synergistia.Synergistales.Synergistaceae.CloacibacillusBacteria.Synergistetes.Synergistia.Synergistales.Synergistaceae.PyramidobacterBacteria.Verrucomicrobia.Verrucomicrobiae.Verrucomicrobiales.Verrucomicrobiaceae.Akkermansia
    3001-9.500918 -9.500918 -9.500918 -9.500918 -9.500918 -9.500918 -9.500918 -0.8429202-9.500918 -4.573665 ... -9.500918 -9.500918 -9.500918 -9.500918 -9.500918 -9.500918 -9.500918 -9.500918 -9.500918 -9.500918
    3003-9.278560 -9.278560 -9.278560 -9.278560 -9.278560 -9.278560 -9.278560 -2.2258386-3.392456 -9.278560 ... -7.892265 -9.278560 -9.278560 -8.585412 -9.278560 -9.278560 -9.278560 -9.278560 -9.278560 -9.278560
    3004-9.269646 -9.269646 -9.269646 -9.269646 -9.269646 -9.269646 -9.269646 -0.4151243-3.613655 -9.269646 ... -9.269646 -9.269646 -9.269646 -9.269646 -9.269646 -9.269646 -9.269646 -9.269646 -9.269646 -9.269646
    3006-9.114600 -9.114600 -9.114600 -9.114600 -9.114600 -9.114600 -9.114600 -0.7426639-8.421453 -9.114600 ... -7.322841 -9.114600 -9.114600 -9.114600 -9.114600 -9.114600 -9.114600 -9.114600 -9.114600 -9.114600
    3007-9.643356 -9.643356 -9.643356 -8.257061 -9.643356 -9.643356 -9.643356 -0.5488753-9.643356 -9.643356 ... -6.752984 -9.643356 -9.643356 -8.950209 -9.643356 -9.643356 -9.643356 -9.643356 -9.643356 -9.643356
    3008-8.387085 -8.387085 -8.387085 -7.693937 -8.387085 -8.387085 -8.387085 -0.8374753-2.225877 -4.749498 ... -6.307643 -8.387085 -8.387085 -8.387085 -8.387085 -8.387085 -8.387085 -8.387085 -8.387085 -8.387085
    \n" + ], + "text/latex": [ + "\\begin{tabular}{r|lllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllll}\n", + " & Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Asaccharobacter & Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Atopobium & Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Collinsella & Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Eggerthella & Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Gordonibacter & Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Olsenella & Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Slackia & Bacteria.Bacteroidetes.Bacteroidia.Bacteroidales.Bacteroidaceae.Bacteroides & Bacteria.Bacteroidetes.Bacteroidia.Bacteroidales.Porphyromonadaceae.Barnesiella & Bacteria.Bacteroidetes.Bacteroidia.Bacteroidales.Porphyromonadaceae.Butyricimonas & ... & Bacteria.Proteobacteria.Betaproteobacteria.Burkholderiales.Oxalobacteraceae.Oxalobacter & Bacteria.Proteobacteria.Betaproteobacteria.Neisseriales.Neisseriaceae.Neisseria & Bacteria.Proteobacteria.Deltaproteobacteria.Desulfovibrionales.Desulfovibrionaceae.Desulfovibrio & Bacteria.Proteobacteria.Epsilonproteobacteria.Campylobacterales.Campylobacteraceae.Campylobacter & Bacteria.Proteobacteria.Gammaproteobacteria.Aeromonadales.Succinivibrionaceae.Succinivibrio & Bacteria.Proteobacteria.Gammaproteobacteria.Pseudomonadales.Pseudomonadaceae.Pseudomonas & Bacteria.Proteobacteria.Gammaproteobacteria.Xanthomonadales.Xanthomonadaceae.Stenotrophomonas & Bacteria.Synergistetes.Synergistia.Synergistales.Synergistaceae.Cloacibacillus & Bacteria.Synergistetes.Synergistia.Synergistales.Synergistaceae.Pyramidobacter & Bacteria.Verrucomicrobia.Verrucomicrobiae.Verrucomicrobiales.Verrucomicrobiaceae.Akkermansia\\\\\n", + "\\hline\n", + "\t3001 & -9.500918 & -9.500918 & -9.500918 & -9.500918 & -9.500918 & -9.500918 & -9.500918 & -0.8429202 & -9.500918 & -4.573665 & ... & -9.500918 & -9.500918 & -9.500918 & -9.500918 & -9.500918 & -9.500918 & -9.500918 & -9.500918 & -9.500918 & -9.500918 \\\\\n", + "\t3003 & -9.278560 & -9.278560 & -9.278560 & -9.278560 & -9.278560 & -9.278560 & -9.278560 & -2.2258386 & -3.392456 & -9.278560 & ... & -7.892265 & -9.278560 & -9.278560 & -8.585412 & -9.278560 & -9.278560 & -9.278560 & -9.278560 & -9.278560 & -9.278560 \\\\\n", + "\t3004 & -9.269646 & -9.269646 & -9.269646 & -9.269646 & -9.269646 & -9.269646 & -9.269646 & -0.4151243 & -3.613655 & -9.269646 & ... & -9.269646 & -9.269646 & -9.269646 & -9.269646 & -9.269646 & -9.269646 & -9.269646 & -9.269646 & -9.269646 & -9.269646 \\\\\n", + "\t3006 & -9.114600 & -9.114600 & -9.114600 & -9.114600 & -9.114600 & -9.114600 & -9.114600 & -0.7426639 & -8.421453 & -9.114600 & ... & -7.322841 & -9.114600 & -9.114600 & -9.114600 & -9.114600 & -9.114600 & -9.114600 & -9.114600 & -9.114600 & -9.114600 \\\\\n", + "\t3007 & -9.643356 & -9.643356 & -9.643356 & -8.257061 & -9.643356 & -9.643356 & -9.643356 & -0.5488753 & -9.643356 & -9.643356 & ... & -6.752984 & -9.643356 & -9.643356 & -8.950209 & -9.643356 & -9.643356 & -9.643356 & -9.643356 & -9.643356 & -9.643356 \\\\\n", + "\t3008 & -8.387085 & -8.387085 & -8.387085 & -7.693937 & -8.387085 & -8.387085 & -8.387085 & -0.8374753 & -2.225877 & -4.749498 & ... & -6.307643 & -8.387085 & -8.387085 & -8.387085 & -8.387085 & -8.387085 & -8.387085 & -8.387085 & -8.387085 & -8.387085 \\\\\n", + "\\end{tabular}\n" + ], + "text/markdown": [ + "\n", + "| | Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Asaccharobacter | Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Atopobium | Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Collinsella | Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Eggerthella | Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Gordonibacter | Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Olsenella | Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Slackia | Bacteria.Bacteroidetes.Bacteroidia.Bacteroidales.Bacteroidaceae.Bacteroides | Bacteria.Bacteroidetes.Bacteroidia.Bacteroidales.Porphyromonadaceae.Barnesiella | Bacteria.Bacteroidetes.Bacteroidia.Bacteroidales.Porphyromonadaceae.Butyricimonas | ... | Bacteria.Proteobacteria.Betaproteobacteria.Burkholderiales.Oxalobacteraceae.Oxalobacter | Bacteria.Proteobacteria.Betaproteobacteria.Neisseriales.Neisseriaceae.Neisseria | Bacteria.Proteobacteria.Deltaproteobacteria.Desulfovibrionales.Desulfovibrionaceae.Desulfovibrio | Bacteria.Proteobacteria.Epsilonproteobacteria.Campylobacterales.Campylobacteraceae.Campylobacter | Bacteria.Proteobacteria.Gammaproteobacteria.Aeromonadales.Succinivibrionaceae.Succinivibrio | Bacteria.Proteobacteria.Gammaproteobacteria.Pseudomonadales.Pseudomonadaceae.Pseudomonas | Bacteria.Proteobacteria.Gammaproteobacteria.Xanthomonadales.Xanthomonadaceae.Stenotrophomonas | Bacteria.Synergistetes.Synergistia.Synergistales.Synergistaceae.Cloacibacillus | Bacteria.Synergistetes.Synergistia.Synergistales.Synergistaceae.Pyramidobacter | Bacteria.Verrucomicrobia.Verrucomicrobiae.Verrucomicrobiales.Verrucomicrobiaceae.Akkermansia |\n", + "|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|\n", + "| 3001 | -9.500918 | -9.500918 | -9.500918 | -9.500918 | -9.500918 | -9.500918 | -9.500918 | -0.8429202 | -9.500918 | -4.573665 | ... | -9.500918 | -9.500918 | -9.500918 | -9.500918 | -9.500918 | -9.500918 | -9.500918 | -9.500918 | -9.500918 | -9.500918 |\n", + "| 3003 | -9.278560 | -9.278560 | -9.278560 | -9.278560 | -9.278560 | -9.278560 | -9.278560 | -2.2258386 | -3.392456 | -9.278560 | ... | -7.892265 | -9.278560 | -9.278560 | -8.585412 | -9.278560 | -9.278560 | -9.278560 | -9.278560 | -9.278560 | -9.278560 |\n", + "| 3004 | -9.269646 | -9.269646 | -9.269646 | -9.269646 | -9.269646 | -9.269646 | -9.269646 | -0.4151243 | -3.613655 | -9.269646 | ... | -9.269646 | -9.269646 | -9.269646 | -9.269646 | -9.269646 | -9.269646 | -9.269646 | -9.269646 | -9.269646 | -9.269646 |\n", + "| 3006 | -9.114600 | -9.114600 | -9.114600 | -9.114600 | -9.114600 | -9.114600 | -9.114600 | -0.7426639 | -8.421453 | -9.114600 | ... | -7.322841 | -9.114600 | -9.114600 | -9.114600 | -9.114600 | -9.114600 | -9.114600 | -9.114600 | -9.114600 | -9.114600 |\n", + "| 3007 | -9.643356 | -9.643356 | -9.643356 | -8.257061 | -9.643356 | -9.643356 | -9.643356 | -0.5488753 | -9.643356 | -9.643356 | ... | -6.752984 | -9.643356 | -9.643356 | -8.950209 | -9.643356 | -9.643356 | -9.643356 | -9.643356 | -9.643356 | -9.643356 |\n", + "| 3008 | -8.387085 | -8.387085 | -8.387085 | -7.693937 | -8.387085 | -8.387085 | -8.387085 | -0.8374753 | -2.225877 | -4.749498 | ... | -6.307643 | -8.387085 | -8.387085 | -8.387085 | -8.387085 | -8.387085 | -8.387085 | -8.387085 | -8.387085 | -8.387085 |\n", + "\n" + ], + "text/plain": [ + " Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Asaccharobacter\n", + "3001 -9.500918 \n", + "3003 -9.278560 \n", + "3004 -9.269646 \n", + "3006 -9.114600 \n", + "3007 -9.643356 \n", + "3008 -8.387085 \n", + " Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Atopobium\n", + "3001 -9.500918 \n", + "3003 -9.278560 \n", + "3004 -9.269646 \n", + "3006 -9.114600 \n", + "3007 -9.643356 \n", + "3008 -8.387085 \n", + " Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Collinsella\n", + "3001 -9.500918 \n", + "3003 -9.278560 \n", + "3004 -9.269646 \n", + "3006 -9.114600 \n", + "3007 -9.643356 \n", + "3008 -8.387085 \n", + " Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Eggerthella\n", + "3001 -9.500918 \n", + "3003 -9.278560 \n", + "3004 -9.269646 \n", + "3006 -9.114600 \n", + "3007 -8.257061 \n", + "3008 -7.693937 \n", + " Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Gordonibacter\n", + "3001 -9.500918 \n", + "3003 -9.278560 \n", + "3004 -9.269646 \n", + "3006 -9.114600 \n", + "3007 -9.643356 \n", + "3008 -8.387085 \n", + " Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Olsenella\n", + "3001 -9.500918 \n", + "3003 -9.278560 \n", + "3004 -9.269646 \n", + "3006 -9.114600 \n", + "3007 -9.643356 \n", + "3008 -8.387085 \n", + " Bacteria.Actinobacteria.Actinobacteria.Coriobacteriales.Coriobacteriaceae.Slackia\n", + "3001 -9.500918 \n", + "3003 -9.278560 \n", + "3004 -9.269646 \n", + "3006 -9.114600 \n", + "3007 -9.643356 \n", + "3008 -8.387085 \n", + " Bacteria.Bacteroidetes.Bacteroidia.Bacteroidales.Bacteroidaceae.Bacteroides\n", + "3001 -0.8429202 \n", + "3003 -2.2258386 \n", + "3004 -0.4151243 \n", + "3006 -0.7426639 \n", + "3007 -0.5488753 \n", + "3008 -0.8374753 \n", + " Bacteria.Bacteroidetes.Bacteroidia.Bacteroidales.Porphyromonadaceae.Barnesiella\n", + "3001 -9.500918 \n", + "3003 -3.392456 \n", + "3004 -3.613655 \n", + "3006 -8.421453 \n", + "3007 -9.643356 \n", + "3008 -2.225877 \n", + " Bacteria.Bacteroidetes.Bacteroidia.Bacteroidales.Porphyromonadaceae.Butyricimonas\n", + "3001 -4.573665 \n", + "3003 -9.278560 \n", + "3004 -9.269646 \n", + "3006 -9.114600 \n", + "3007 -9.643356 \n", + "3008 -4.749498 \n", + " ...\n", + "3001 ...\n", + "3003 ...\n", + "3004 ...\n", + "3006 ...\n", + "3007 ...\n", + "3008 ...\n", + " Bacteria.Proteobacteria.Betaproteobacteria.Burkholderiales.Oxalobacteraceae.Oxalobacter\n", + "3001 -9.500918 \n", + "3003 -7.892265 \n", + "3004 -9.269646 \n", + "3006 -7.322841 \n", + "3007 -6.752984 \n", + "3008 -6.307643 \n", + " Bacteria.Proteobacteria.Betaproteobacteria.Neisseriales.Neisseriaceae.Neisseria\n", + "3001 -9.500918 \n", + "3003 -9.278560 \n", + "3004 -9.269646 \n", + "3006 -9.114600 \n", + "3007 -9.643356 \n", + "3008 -8.387085 \n", + " Bacteria.Proteobacteria.Deltaproteobacteria.Desulfovibrionales.Desulfovibrionaceae.Desulfovibrio\n", + "3001 -9.500918 \n", + "3003 -9.278560 \n", + "3004 -9.269646 \n", + "3006 -9.114600 \n", + "3007 -9.643356 \n", + "3008 -8.387085 \n", + " Bacteria.Proteobacteria.Epsilonproteobacteria.Campylobacterales.Campylobacteraceae.Campylobacter\n", + "3001 -9.500918 \n", + "3003 -8.585412 \n", + "3004 -9.269646 \n", + "3006 -9.114600 \n", + "3007 -8.950209 \n", + "3008 -8.387085 \n", + " Bacteria.Proteobacteria.Gammaproteobacteria.Aeromonadales.Succinivibrionaceae.Succinivibrio\n", + "3001 -9.500918 \n", + "3003 -9.278560 \n", + "3004 -9.269646 \n", + "3006 -9.114600 \n", + "3007 -9.643356 \n", + "3008 -8.387085 \n", + " Bacteria.Proteobacteria.Gammaproteobacteria.Pseudomonadales.Pseudomonadaceae.Pseudomonas\n", + "3001 -9.500918 \n", + "3003 -9.278560 \n", + "3004 -9.269646 \n", + "3006 -9.114600 \n", + "3007 -9.643356 \n", + "3008 -8.387085 \n", + " Bacteria.Proteobacteria.Gammaproteobacteria.Xanthomonadales.Xanthomonadaceae.Stenotrophomonas\n", + "3001 -9.500918 \n", + "3003 -9.278560 \n", + "3004 -9.269646 \n", + "3006 -9.114600 \n", + "3007 -9.643356 \n", + "3008 -8.387085 \n", + " Bacteria.Synergistetes.Synergistia.Synergistales.Synergistaceae.Cloacibacillus\n", + "3001 -9.500918 \n", + "3003 -9.278560 \n", + "3004 -9.269646 \n", + "3006 -9.114600 \n", + "3007 -9.643356 \n", + "3008 -8.387085 \n", + " Bacteria.Synergistetes.Synergistia.Synergistales.Synergistaceae.Pyramidobacter\n", + "3001 -9.500918 \n", + "3003 -9.278560 \n", + "3004 -9.269646 \n", + "3006 -9.114600 \n", + "3007 -9.643356 \n", + "3008 -8.387085 \n", + " Bacteria.Verrucomicrobia.Verrucomicrobiae.Verrucomicrobiales.Verrucomicrobiaceae.Akkermansia\n", + "3001 -9.500918 \n", + "3003 -9.278560 \n", + "3004 -9.269646 \n", + "3006 -9.114600 \n", + "3007 -9.643356 \n", + "3008 -8.387085 " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# add pesudo count 0.5\n", + "x[x == 0] <- 0.5\n", + "x <- x/rowSums(x) # relative abundance\n", + "taxa <- log(x)\n", + "dim(taxa)\n", + "head(taxa)" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + "\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\n", + "
    pidvisitdatebirthdatesex1m2fheightcmweightkgvdatebdateageheightmbmizbmiuszbmicatusbmicat1norm2ow3ob
    3029 12-Apr-101-May-86 1 172.43 83.0 18364 9617 23.94798 1.7243 27.91595 NA 2
    3030 12-Apr-1022-May-871 178.87 70.3 18364 10003 22.89117 1.7887 21.97254 NA 1
    3031 20-Apr-101-Dec-82 2 157.60 52.0 18372 8370 27.38398 1.5760 20.93586 NA 1
    3032 22-Apr-109-Feb-86 1 188.10 89.6 18374 9536 24.19712 1.8810 25.32389 NA 2
    3033 22-Apr-109-Apr-86 2 170.03 65.2 18374 9595 24.03559 1.7003 22.55259 NA 1
    3034 28-Apr-106-Feb-86 2 162.16 59.9 18380 9533 24.22177 1.6216 22.77925 NA 1
    \n" + ], + "text/latex": [ + "\\begin{tabular}{r|llllllllllllll}\n", + " pid & visitdate & birthdate & sex1m2f & heightcm & weightkg & vdate & bdate & age & heightm & bmi & zbmius & zbmicatus & bmicat1norm2ow3ob\\\\\n", + "\\hline\n", + "\t 3029 & 12-Apr-10 & 1-May-86 & 1 & 172.43 & 83.0 & 18364 & 9617 & 23.94798 & 1.7243 & 27.91595 & NA & & 2 \\\\\n", + "\t 3030 & 12-Apr-10 & 22-May-87 & 1 & 178.87 & 70.3 & 18364 & 10003 & 22.89117 & 1.7887 & 21.97254 & NA & & 1 \\\\\n", + "\t 3031 & 20-Apr-10 & 1-Dec-82 & 2 & 157.60 & 52.0 & 18372 & 8370 & 27.38398 & 1.5760 & 20.93586 & NA & & 1 \\\\\n", + "\t 3032 & 22-Apr-10 & 9-Feb-86 & 1 & 188.10 & 89.6 & 18374 & 9536 & 24.19712 & 1.8810 & 25.32389 & NA & & 2 \\\\\n", + "\t 3033 & 22-Apr-10 & 9-Apr-86 & 2 & 170.03 & 65.2 & 18374 & 9595 & 24.03559 & 1.7003 & 22.55259 & NA & & 1 \\\\\n", + "\t 3034 & 28-Apr-10 & 6-Feb-86 & 2 & 162.16 & 59.9 & 18380 & 9533 & 24.22177 & 1.6216 & 22.77925 & NA & & 1 \\\\\n", + "\\end{tabular}\n" + ], + "text/markdown": [ + "\n", + "| pid | visitdate | birthdate | sex1m2f | heightcm | weightkg | vdate | bdate | age | heightm | bmi | zbmius | zbmicatus | bmicat1norm2ow3ob |\n", + "|---|---|---|---|---|---|---|---|---|---|---|---|---|---|\n", + "| 3029 | 12-Apr-10 | 1-May-86 | 1 | 172.43 | 83.0 | 18364 | 9617 | 23.94798 | 1.7243 | 27.91595 | NA | | 2 |\n", + "| 3030 | 12-Apr-10 | 22-May-87 | 1 | 178.87 | 70.3 | 18364 | 10003 | 22.89117 | 1.7887 | 21.97254 | NA | | 1 |\n", + "| 3031 | 20-Apr-10 | 1-Dec-82 | 2 | 157.60 | 52.0 | 18372 | 8370 | 27.38398 | 1.5760 | 20.93586 | NA | | 1 |\n", + "| 3032 | 22-Apr-10 | 9-Feb-86 | 1 | 188.10 | 89.6 | 18374 | 9536 | 24.19712 | 1.8810 | 25.32389 | NA | | 2 |\n", + "| 3033 | 22-Apr-10 | 9-Apr-86 | 2 | 170.03 | 65.2 | 18374 | 9595 | 24.03559 | 1.7003 | 22.55259 | NA | | 1 |\n", + "| 3034 | 28-Apr-10 | 6-Feb-86 | 2 | 162.16 | 59.9 | 18380 | 9533 | 24.22177 | 1.6216 | 22.77925 | NA | | 1 |\n", + "\n" + ], + "text/plain": [ + " pid visitdate birthdate sex1m2f heightcm weightkg vdate bdate age \n", + "1 3029 12-Apr-10 1-May-86 1 172.43 83.0 18364 9617 23.94798\n", + "2 3030 12-Apr-10 22-May-87 1 178.87 70.3 18364 10003 22.89117\n", + "3 3031 20-Apr-10 1-Dec-82 2 157.60 52.0 18372 8370 27.38398\n", + "4 3032 22-Apr-10 9-Feb-86 1 188.10 89.6 18374 9536 24.19712\n", + "5 3033 22-Apr-10 9-Apr-86 2 170.03 65.2 18374 9595 24.03559\n", + "6 3034 28-Apr-10 6-Feb-86 2 162.16 59.9 18380 9533 24.22177\n", + " heightm bmi zbmius zbmicatus bmicat1norm2ow3ob\n", + "1 1.7243 27.91595 NA 2 \n", + "2 1.7887 21.97254 NA 1 \n", + "3 1.5760 20.93586 NA 1 \n", + "4 1.8810 25.32389 NA 2 \n", + "5 1.7003 22.55259 NA 1 \n", + "6 1.6216 22.77925 NA 1 " + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "98" + ], + "text/latex": [ + "98" + ], + "text/markdown": [ + "98" + ], + "text/plain": [ + "[1] 98" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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    datasetmethodmsestability
    bmi_gut lasso 24.07 0.14
    bmi_gut elent 25.33 0.23
    bmi_gut rf 4.99 0.02
    bmi_gut compLasso21.59 0.22
    \n" + ], + "text/latex": [ + "\\begin{tabular}{r|llll}\n", + " dataset & method & mse & stability\\\\\n", + "\\hline\n", + "\t bmi\\_gut & lasso & 24.07 & 0.14 \\\\\n", + "\t bmi\\_gut & elent & 25.33 & 0.23 \\\\\n", + "\t bmi\\_gut & rf & 4.99 & 0.02 \\\\\n", + "\t bmi\\_gut & compLasso & 21.59 & 0.22 \\\\\n", + "\\end{tabular}\n" + ], + "text/markdown": [ + "\n", + "| dataset | method | mse | stability |\n", + "|---|---|---|---|\n", + "| bmi_gut | lasso | 24.07 | 0.14 |\n", + "| bmi_gut | elent | 25.33 | 0.23 |\n", + "| bmi_gut | rf | 4.99 | 0.02 |\n", + "| bmi_gut | compLasso | 21.59 | 0.22 |\n", + "\n" + ], + "text/plain": [ + " dataset method mse stability\n", + "1 bmi_gut lasso 24.07 0.14 \n", + "2 bmi_gut elent 25.33 0.23 \n", + "3 bmi_gut rf 4.99 0.02 \n", + "4 bmi_gut compLasso 21.59 0.22 " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# combine and export results\n", + "bmi_gut = as.data.frame(matrix(NA, nrow=4, ncol=4))\n", + "colnames(bmi_gut) = c('dataset', 'method', 'mse', 'stability')\n", + "bmi_gut$dataset = 'bmi_gut'\n", + "bmi_gut$method = c('lasso', 'elent', 'rf', 'compLasso')\n", + "bmi_gut$mse = c(out_lasso$MSE_mean, out_elnet$MSE_mean, out_rf$MSE_mean, out_compLasso$MSE_mean)\n", + "bmi_gut$stability = c(out_lasso$stab_index, out_elnet$stab_index, out_rf$stab_index, out_compLasso$stab_index)\n", + "bmi_gut" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### hypothesis testing" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "load('../BMI/results_cts/BMI_boot_compLasso.RData')\n", + "load('../BMI/results_cts/BMI_boot_rf.RData')" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "0.2659" + ], + "text/latex": [ + "0.2659" + ], + "text/markdown": [ + "0.2659" + ], + "text/plain": [ + "[1] 0.2659" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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Default: FALSE\n", + " astype : type\n", + " datatype into each value of the biom table is casted. Default: int.\n", + " Use e.g. float if biom table contains relative abundances instead of\n", + " raw reads.\n", + " Returns\n", + " -------\n", + " A Pandas.DataFrame holding holding numerical values from the biom file.\n", + " If withTaxonomy is TRUE then a second Pandas.DataFrame is returned, holding\n", + " lineage information about each feature.\n", + " Raises\n", + " ------\n", + " IOError\n", + " If file_biom cannot be read.\n", + " ValueError\n", + " If withTaxonomy=TRUE but biom file does not hold taxonomy information.\n", + " \"\"\"\n", + " try:\n", + " table = biom.load_table(file_biom)\n", + " counts = pd.DataFrame(table.matrix_data.T.todense().astype(astype),\n", + " index=table.ids(axis='sample'),\n", + " columns=table.ids(axis='observation')).T\n", + " if withTaxonomy:\n", + " try:\n", + " md = table.metadata_to_dataframe('observation')\n", + " levels = [col\n", + " for col in md.columns\n", + " if col.startswith('taxonomy_')]\n", + " if levels == []:\n", + " raise ValueError(('No taxonomy information found in '\n", + " 'biom file.'))\n", + " else:\n", + " taxonomy = md.apply(lambda row:\n", + " \";\".join([row[l] for l in levels]),\n", + " axis=1)\n", + " return counts, taxonomy\n", + " except KeyError:\n", + " raise ValueError(('Biom file does not have any '\n", + " 'observation metadata!'))\n", + " else:\n", + " return counts\n", + " except IOError:\n", + " raise IOError('Cannot read file \"%s\"' % file_biom)\n", + "\n", + "\n", + "def pandas2biom(file_biom, table, taxonomy=None, err=sys.stderr):\n", + " \"\"\" Writes a Pandas.DataFrame into a biom file.\n", + " Parameters\n", + " ----------\n", + " file_biom: str\n", + " The filename of the BIOM file to be created.\n", + " table: a Pandas.DataFrame\n", + " The table that should be written as BIOM.\n", + " taxonomy : pandas.Series\n", + " Index is taxons corresponding to table, values are lineage strings like\n", + " 'k__Bacteria; p__Actinobacteria'\n", + " err : StringIO\n", + " Stream onto which errors / warnings should be printed.\n", + " Default is sys.stderr\n", + " Raises\n", + " ------\n", + " IOError\n", + " If file_biom cannot be written.\n", + " TODO\n", + " ----\n", + " 1) also store taxonomy information\n", + " \"\"\"\n", + " try:\n", + " bt = biom.Table(table.values,\n", + " observation_ids=table.index,\n", + " sample_ids=table.columns)\n", + "\n", + " # add taxonomy metadata if provided, i.e. is not None\n", + " if taxonomy is not None:\n", + " if not isinstance(taxonomy, pd.core.series.Series):\n", + " raise AttributeError('taxonomy must be a pandas.Series!')\n", + " idx_missing_intable = set(table.index) - set(taxonomy.index)\n", + " if len(idx_missing_intable) > 0:\n", + " err.write(('Warning: following %i taxa are not in the '\n", + " 'provided taxonomy:\\n%s\\n') % (\n", + " len(idx_missing_intable),\n", + " \", \".join(idx_missing_intable)))\n", + " missing = pd.Series(\n", + " index=idx_missing_intable,\n", + " name='taxonomy',\n", + " data='k__missing_lineage_information')\n", + " taxonomy = taxonomy.append(missing)\n", + " idx_missing_intaxonomy = set(taxonomy.index) - set(table.index)\n", + " if (len(idx_missing_intaxonomy) > 0) and err:\n", + " err.write(('Warning: following %i taxa are not in the '\n", + " 'provided count table, but in taxonomy:\\n%s\\n') % (\n", + " len(idx_missing_intaxonomy),\n", + " \", \".join(idx_missing_intaxonomy)))\n", + "\n", + " t = dict()\n", + " for taxon, linstr in taxonomy.iteritems():\n", + " # fill missing rank annotations with rank__\n", + " orig_lineage = {annot[0].lower(): annot\n", + " for annot\n", + " in (map(str.strip, linstr.split(';')))}\n", + " lineage = []\n", + " for rank in settings.RANKS:\n", + " rank_char = rank[0].lower()\n", + " if rank_char in orig_lineage:\n", + " lineage.append(orig_lineage[rank_char])\n", + " else:\n", + " lineage.append(rank_char+'__')\n", + " t[taxon] = {'taxonomy': \";\".join(lineage)}\n", + " bt.add_metadata(t, axis='observation')\n", + "\n", + " with biom_open(file_biom, 'w') as f:\n", + " bt.to_hdf5(f, \"example\")\n", + " except IOError:\n", + " raise IOError('Cannot write to file \"%s\"' % file_biom)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Balance_88soils" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(7396, 89)" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "soils_biom = biom2pandas('../88soils/238_otu_table.biom')\n", + "soils_biom.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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    " + ], + "text/plain": [ + " 103.CA2 103.CO3 103.SR3 103.IE2 103.BP1 103.VC2 103.SA2 \\\n", + "1124701 15 14 1 8 13 7 6 \n", + "244336 0 0 0 1 0 0 0 \n", + "973124 0 0 0 0 0 0 0 \n", + "\n", + " 103.GB2 103.CO2 103.KP1 ... 103.LQ1 103.HI1 103.RT1 103.HI2 \\\n", + "1124701 3 2 2 ... 0 0 0 0 \n", + "244336 0 0 0 ... 0 0 0 0 \n", + "973124 0 0 1 ... 0 0 0 0 \n", + "\n", + " 103.DF1 103.CF3 103.AR1 103.TL1 103.HI4 103.BB1 \n", + "1124701 0 0 0 0 0 0 \n", + "244336 0 0 0 0 0 0 \n", + "973124 0 0 0 0 0 0 \n", + "\n", + "[3 rows x 89 columns]" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "soils_biom.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(7396, 1)" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "soils_taxa = pd.read_csv('../88soils/88soils_taxonomy.txt', sep='\\t', index_col='Feature ID')\n", + "soils_taxa.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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    Taxon
    Feature ID
    1000512k__Bacteria;p__Actinobacteria;c__Thermoleophil...
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    " + ], + "text/plain": [ + " Taxon\n", + "Feature ID \n", + "1000512 k__Bacteria;p__Actinobacteria;c__Thermoleophil...\n", + "1000547 k__Bacteria;p__Firmicutes;c__Bacilli;o__Lactob...\n", + "1000654 k__Bacteria;p__Bacteroidetes;c__Sphingobacteri..." + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "soils_taxa.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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    0123456
    Feature ID
    1000512k__Bacteriap__Actinobacteriac__Thermoleophiliao__Gaiellalesf__Gaiellaceaeg__s__
    1000547k__Bacteriap__Firmicutesc__Bacillio__Lactobacillalesf__Streptococcaceaeg__Streptococcuss__
    1000654k__Bacteriap__Bacteroidetesc__Sphingobacteriiao__Sphingobacterialesf__Sphingobacteriaceaeg__s__
    1000757k__Bacteriap__Proteobacteriac__Alphaproteobacteriao__Rhizobialesf__Bradyrhizobiaceaeg__s__
    1000876k__Bacteriap__Actinobacteriac__Actinobacteriao__Actinomycetalesf__Nocardioidaceaeg__Nocardioidess__
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    " + ], + "text/plain": [ + " 0 1 2 \\\n", + "Feature ID \n", + "1000512 k__Bacteria p__Actinobacteria c__Thermoleophilia \n", + "1000547 k__Bacteria p__Firmicutes c__Bacilli \n", + "1000654 k__Bacteria p__Bacteroidetes c__Sphingobacteriia \n", + "1000757 k__Bacteria p__Proteobacteria c__Alphaproteobacteria \n", + "1000876 k__Bacteria p__Actinobacteria c__Actinobacteria \n", + "\n", + " 3 4 5 \\\n", + "Feature ID \n", + "1000512 o__Gaiellales f__Gaiellaceae g__ \n", + "1000547 o__Lactobacillales f__Streptococcaceae g__Streptococcus \n", + "1000654 o__Sphingobacteriales f__Sphingobacteriaceae g__ \n", + "1000757 o__Rhizobiales f__Bradyrhizobiaceae g__ \n", + "1000876 o__Actinomycetales f__Nocardioidaceae g__Nocardioides \n", + "\n", + " 6 \n", + "Feature ID \n", + "1000512 s__ \n", + "1000547 s__ \n", + "1000654 s__ \n", + "1000757 s__ \n", + "1000876 s__ " + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "taxa_new = soils_taxa.Taxon.str.split(pat=\";\", expand=True)\n", + "taxa_new.head(5)\n", + "# ref: https://www.geeksforgeeks.org/python-pandas-split-strings-into-two-list-columns-using-str-split/" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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    TaxonGenus
    Feature ID
    1000512k__Bacteria;p__Actinobacteria;c__Thermoleophil...g__
    1000547k__Bacteria;p__Firmicutes;c__Bacilli;o__Lactob...g__Streptococcus
    1000654k__Bacteria;p__Bacteroidetes;c__Sphingobacteri...g__
    1000757k__Bacteria;p__Proteobacteria;c__Alphaproteoba...g__
    1000876k__Bacteria;p__Actinobacteria;c__Actinobacteri...g__Nocardioides
    \n", + "
    " + ], + "text/plain": [ + " Taxon \\\n", + "Feature ID \n", + "1000512 k__Bacteria;p__Actinobacteria;c__Thermoleophil... \n", + "1000547 k__Bacteria;p__Firmicutes;c__Bacilli;o__Lactob... \n", + "1000654 k__Bacteria;p__Bacteroidetes;c__Sphingobacteri... \n", + "1000757 k__Bacteria;p__Proteobacteria;c__Alphaproteoba... \n", + "1000876 k__Bacteria;p__Actinobacteria;c__Actinobacteri... \n", + "\n", + " Genus \n", + "Feature ID \n", + "1000512 g__ \n", + "1000547 g__Streptococcus \n", + "1000654 g__ \n", + "1000757 g__ \n", + "1000876 g__Nocardioides " + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "soils_taxa['Genus'] = taxa_new[5]\n", + "soils_taxa.head(5)" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "g__ 5213\n", + "g__Rhodoplanes 144\n", + "g__Bacillus 110\n", + "g__Candidatus Solibacter 100\n", + "g__Flavobacterium 71\n", + " ... \n", + "g__Rhodocyclus 1\n", + "g__Marinobacter 1\n", + "g__Afipia 1\n", + "g__Candidatus Amoebophilus 1\n", + "g__Desulfotomaculum 1\n", + "Name: Genus, Length: 335, dtype: int64" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "soils_taxa.Genus.value_counts()" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(2183, 2)" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# only keep those with genus assignment\n", + "soils_taxa_sub = soils_taxa[soils_taxa.Genus != 'g__']\n", + "soils_taxa_sub.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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    TaxonGenus
    Feature ID
    1000547k__Bacteria;p__Firmicutes;c__Bacilli;o__Lactob...g__Streptococcus
    1000876k__Bacteria;p__Actinobacteria;c__Actinobacteri...g__Nocardioides
    1003206k__Bacteria;p__Proteobacteria;c__Alphaproteoba...g__Sphingomonas
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    " + ], + "text/plain": [ + " Taxon \\\n", + "Feature ID \n", + "1000547 k__Bacteria;p__Firmicutes;c__Bacilli;o__Lactob... \n", + "1000876 k__Bacteria;p__Actinobacteria;c__Actinobacteri... \n", + "1003206 k__Bacteria;p__Proteobacteria;c__Alphaproteoba... \n", + "\n", + " Genus \n", + "Feature ID \n", + "1000547 g__Streptococcus \n", + "1000876 g__Nocardioides \n", + "1003206 g__Sphingomonas " + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "soils_taxa_sub.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(2183, 91)" + ] + }, + "execution_count": 39, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# partition biom table \n", + "soils_biom.index = soils_biom.index.astype('int64') \n", + "soils_biom_sub = soils_biom.merge(soils_taxa_sub, how='inner', left_index=True, right_index=True)\n", + "soils_biom_sub.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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    Taxon
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    k__Bacteria;p__Firmicutes;c__Bacilli;o__Bacillales;f__Bacillaceae;g__Bacillus;s__muralis0000000100...0000000000
    k__Bacteria;p__Proteobacteria;c__Alphaproteobacteria;o__Sphingomonadales;f__Sphingomonadaceae;g__Novosphingobium;s__0000000000...0000000000
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    " + ], + "text/plain": [ + " 103.CA2 103.CO3 103.SR3 \\\n", + "Taxon \n", + "k__Bacteria;p__Firmicutes;c__Bacilli;o__Bacilla... 0 0 0 \n", + "k__Bacteria;p__Firmicutes;c__Bacilli;o__Bacilla... 0 0 0 \n", + "k__Bacteria;p__Proteobacteria;c__Alphaproteobac... 0 0 0 \n", + "\n", + " 103.IE2 103.BP1 103.VC2 \\\n", + "Taxon \n", + "k__Bacteria;p__Firmicutes;c__Bacilli;o__Bacilla... 1 0 0 \n", + "k__Bacteria;p__Firmicutes;c__Bacilli;o__Bacilla... 0 0 0 \n", + "k__Bacteria;p__Proteobacteria;c__Alphaproteobac... 0 0 0 \n", + "\n", + " 103.SA2 103.GB2 103.CO2 \\\n", + "Taxon \n", + "k__Bacteria;p__Firmicutes;c__Bacilli;o__Bacilla... 0 0 0 \n", + "k__Bacteria;p__Firmicutes;c__Bacilli;o__Bacilla... 0 1 0 \n", + "k__Bacteria;p__Proteobacteria;c__Alphaproteobac... 0 0 0 \n", + "\n", + " 103.KP1 ... 103.LQ1 \\\n", + "Taxon ... \n", + "k__Bacteria;p__Firmicutes;c__Bacilli;o__Bacilla... 0 ... 0 \n", + "k__Bacteria;p__Firmicutes;c__Bacilli;o__Bacilla... 0 ... 0 \n", + "k__Bacteria;p__Proteobacteria;c__Alphaproteobac... 0 ... 0 \n", + "\n", + " 103.HI1 103.RT1 103.HI2 \\\n", + "Taxon \n", + "k__Bacteria;p__Firmicutes;c__Bacilli;o__Bacilla... 0 0 0 \n", + "k__Bacteria;p__Firmicutes;c__Bacilli;o__Bacilla... 0 0 0 \n", + "k__Bacteria;p__Proteobacteria;c__Alphaproteobac... 0 0 0 \n", + "\n", + " 103.DF1 103.CF3 103.AR1 \\\n", + "Taxon \n", + "k__Bacteria;p__Firmicutes;c__Bacilli;o__Bacilla... 0 0 0 \n", + "k__Bacteria;p__Firmicutes;c__Bacilli;o__Bacilla... 0 0 0 \n", + "k__Bacteria;p__Proteobacteria;c__Alphaproteobac... 0 0 0 \n", + "\n", + " 103.TL1 103.HI4 103.BB1 \n", + "Taxon \n", + "k__Bacteria;p__Firmicutes;c__Bacilli;o__Bacilla... 0 0 0 \n", + "k__Bacteria;p__Firmicutes;c__Bacilli;o__Bacilla... 0 0 0 \n", + "k__Bacteria;p__Proteobacteria;c__Alphaproteobac... 0 0 0 \n", + "\n", + "[3 rows x 89 columns]" + ] + }, + "execution_count": 43, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "soils_biom_sub.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(89, 2183)" + ] + }, + "execution_count": 44, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# transpose the dataframe \n", + "soils_biom_sub_t = soils_biom_sub.T\n", + "soils_biom_sub_t.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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    Taxonk__Bacteria;p__Firmicutes;c__Bacilli;o__Bacillales;f__Paenibacillaceae;g__Paenibacillus;s__k__Bacteria;p__Firmicutes;c__Bacilli;o__Bacillales;f__Bacillaceae;g__Bacillus;s__muralisk__Bacteria;p__Proteobacteria;c__Alphaproteobacteria;o__Sphingomonadales;f__Sphingomonadaceae;g__Novosphingobium;s__k__Bacteria;p__Acidobacteria;c__Solibacteres;o__Solibacterales;f__Solibacteraceae;g__Candidatus Solibacter;s__k__Bacteria;p__Proteobacteria;c__Alphaproteobacteria;o__Rhizobiales;f__Hyphomicrobiaceae;g__Rhodoplanes;s__k__Bacteria;p__Actinobacteria;c__Actinobacteria;o__Actinomycetales;f__Nocardioidaceae;g__Nocardioides;s__k__Bacteria;p__Bacteroidetes;c__Flavobacteriia;o__Flavobacteriales;f__Flavobacteriaceae;g__Flavobacterium;s__k__Bacteria;p__Firmicutes;c__Clostridia;o__Clostridiales;f__Peptococcaceae;g__Desulfotomaculum;s__k__Bacteria;p__Acidobacteria;c__Acidobacteriia;o__Acidobacteriales;f__Koribacteraceae;g__Candidatus Koribacter;s__k__Bacteria;p__Proteobacteria;c__Betaproteobacteria;o__Burkholderiales;f__Comamonadaceae;g__Methylibium;s__...k__Bacteria;p__Proteobacteria;c__Betaproteobacteria;o__Burkholderiales;f__Comamonadaceae;g__Rhodoferax;s__k__Bacteria;p__Proteobacteria;c__Gammaproteobacteria;o__Xanthomonadales;f__Xanthomonadaceae;g__Dokdonella;s__k__Bacteria;p__Firmicutes;c__Bacilli;o__Lactobacillales;f__Streptococcaceae;g__Streptococcus;s__k__Bacteria;p__Proteobacteria;c__Betaproteobacteria;o__Methylophilales;f__Methylophilaceae;g__Methylotenera;s__mobilisk__Bacteria;p__Actinobacteria;c__Actinobacteria;o__Actinomycetales;f__Streptomycetaceae;g__Streptomyces;s__k__Bacteria;p__Proteobacteria;c__Gammaproteobacteria;o__Xanthomonadales;f__Xanthomonadaceae;g__Luteimonas;s__k__Bacteria;p__Proteobacteria;c__Alphaproteobacteria;o__Rhizobiales;f__Hyphomicrobiaceae;g__Rhodoplanes;s__k__Bacteria;p__Firmicutes;c__Bacilli;o__Bacillales;f__Planococcaceae;g__Solibacillus;s__k__Bacteria;p__Proteobacteria;c__Betaproteobacteria;o__Burkholderiales;f__Comamonadaceae;g__Ramlibacter;s__k__Bacteria;p__Actinobacteria;c__Actinobacteria;o__Actinomycetales;f__Mycobacteriaceae;g__Mycobacterium;s__
    103.CA20000000000...0000000000
    103.CO30000000000...0000000001
    103.SR30000000000...0100000011
    \n", + "

    3 rows × 2183 columns

    \n", + "
    " + ], + "text/plain": [ + "Taxon k__Bacteria;p__Firmicutes;c__Bacilli;o__Bacillales;f__Paenibacillaceae;g__Paenibacillus;s__ \\\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 0 \n", + "\n", + "Taxon k__Bacteria;p__Firmicutes;c__Bacilli;o__Bacillales;f__Bacillaceae;g__Bacillus;s__muralis \\\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 0 \n", + "\n", + "Taxon k__Bacteria;p__Proteobacteria;c__Alphaproteobacteria;o__Sphingomonadales;f__Sphingomonadaceae;g__Novosphingobium;s__ \\\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 0 \n", + "\n", + "Taxon k__Bacteria;p__Acidobacteria;c__Solibacteres;o__Solibacterales;f__Solibacteraceae;g__Candidatus Solibacter;s__ \\\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 0 \n", + "\n", + "Taxon k__Bacteria;p__Proteobacteria;c__Alphaproteobacteria;o__Rhizobiales;f__Hyphomicrobiaceae;g__Rhodoplanes;s__ \\\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 0 \n", + "\n", + "Taxon k__Bacteria;p__Actinobacteria;c__Actinobacteria;o__Actinomycetales;f__Nocardioidaceae;g__Nocardioides;s__ \\\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 0 \n", + "\n", + "Taxon k__Bacteria;p__Bacteroidetes;c__Flavobacteriia;o__Flavobacteriales;f__Flavobacteriaceae;g__Flavobacterium;s__ \\\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 0 \n", + "\n", + "Taxon k__Bacteria;p__Firmicutes;c__Clostridia;o__Clostridiales;f__Peptococcaceae;g__Desulfotomaculum;s__ \\\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 0 \n", + "\n", + "Taxon k__Bacteria;p__Acidobacteria;c__Acidobacteriia;o__Acidobacteriales;f__Koribacteraceae;g__Candidatus Koribacter;s__ \\\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 0 \n", + "\n", + "Taxon k__Bacteria;p__Proteobacteria;c__Betaproteobacteria;o__Burkholderiales;f__Comamonadaceae;g__Methylibium;s__ \\\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 0 \n", + "\n", + "Taxon ... \\\n", + "103.CA2 ... \n", + "103.CO3 ... \n", + "103.SR3 ... \n", + "\n", + "Taxon k__Bacteria;p__Proteobacteria;c__Betaproteobacteria;o__Burkholderiales;f__Comamonadaceae;g__Rhodoferax;s__ \\\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 0 \n", + "\n", + "Taxon k__Bacteria;p__Proteobacteria;c__Gammaproteobacteria;o__Xanthomonadales;f__Xanthomonadaceae;g__Dokdonella;s__ \\\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 1 \n", + "\n", + "Taxon k__Bacteria;p__Firmicutes;c__Bacilli;o__Lactobacillales;f__Streptococcaceae;g__Streptococcus;s__ \\\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 0 \n", + "\n", + "Taxon k__Bacteria;p__Proteobacteria;c__Betaproteobacteria;o__Methylophilales;f__Methylophilaceae;g__Methylotenera;s__mobilis \\\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 0 \n", + "\n", + "Taxon k__Bacteria;p__Actinobacteria;c__Actinobacteria;o__Actinomycetales;f__Streptomycetaceae;g__Streptomyces;s__ \\\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 0 \n", + "\n", + "Taxon k__Bacteria;p__Proteobacteria;c__Gammaproteobacteria;o__Xanthomonadales;f__Xanthomonadaceae;g__Luteimonas;s__ \\\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 0 \n", + "\n", + "Taxon k__Bacteria;p__Proteobacteria;c__Alphaproteobacteria;o__Rhizobiales;f__Hyphomicrobiaceae;g__Rhodoplanes;s__ \\\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 0 \n", + "\n", + "Taxon k__Bacteria;p__Firmicutes;c__Bacilli;o__Bacillales;f__Planococcaceae;g__Solibacillus;s__ \\\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 0 \n", + "\n", + "Taxon k__Bacteria;p__Proteobacteria;c__Betaproteobacteria;o__Burkholderiales;f__Comamonadaceae;g__Ramlibacter;s__ \\\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 1 \n", + "\n", + "Taxon k__Bacteria;p__Actinobacteria;c__Actinobacteria;o__Actinomycetales;f__Mycobacteriaceae;g__Mycobacterium;s__ \n", + "103.CA2 0 \n", + "103.CO3 1 \n", + "103.SR3 1 \n", + "\n", + "[3 rows x 2183 columns]" + ] + }, + "execution_count": 45, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "soils_biom_sub_t.head(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "count 89.000000\n", + "mean 275.932584\n", + "std 115.508244\n", + "min 1.000000\n", + "25% 213.000000\n", + "50% 254.000000\n", + "75% 319.000000\n", + "max 805.000000\n", + "dtype: float64" + ] + }, + "execution_count": 46, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# make sure that each genus exist in at least one sample\n", + "soils_biom_sub_t.sum(axis=1).describe() # column sum" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "metadata": {}, + "outputs": [], + "source": [ + "# export\n", + "soils_biom_sub_t.to_csv('../88soils/88soils_genus_table.txt', sep='\\t')" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "count 2183.000000\n", + "mean 11.249656\n", + "std 33.869668\n", + "min 1.000000\n", + "25% 1.000000\n", + "50% 3.000000\n", + "75% 8.000000\n", + "max 690.000000\n", + "dtype: float64" + ] + }, + "execution_count": 48, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# check that not rarefied\n", + "soils_biom_sub_t.sum(axis=0).describe() # row sum" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.2" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/data_application/notebooks_application/2.2.soils_dataPreparation.ipynb b/data_application/notebooks_application/2.2.soils_dataPreparation.ipynb new file mode 100755 index 0000000..2217a77 --- /dev/null +++ b/data_application/notebooks_application/2.2.soils_dataPreparation.ipynb @@ -0,0 +1,1060 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "load('../88soils/88soils_genus_table.RData')" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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    103.VC20 0 0 0 0 0 0 0 0 2 ...0 0 0 0 0 0 0 0 0 1
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"\\begin{tabular}{r|lllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllll}\n", + " & k\\_\\_Bacteria.p\\_\\_Firmicutes.c\\_\\_Bacilli.o\\_\\_Bacillales.f\\_\\_Paenibacillaceae.g\\_\\_Paenibacillus.s\\_\\_ & k\\_\\_Bacteria.p\\_\\_Firmicutes.c\\_\\_Bacilli.o\\_\\_Bacillales.f\\_\\_Bacillaceae.g\\_\\_Bacillus.s\\_\\_muralis & k\\_\\_Bacteria.p\\_\\_Proteobacteria.c\\_\\_Alphaproteobacteria.o\\_\\_Sphingomonadales.f\\_\\_Sphingomonadaceae.g\\_\\_Novosphingobium.s\\_\\_ & k\\_\\_Bacteria.p\\_\\_Acidobacteria.c\\_\\_Solibacteres.o\\_\\_Solibacterales.f\\_\\_Solibacteraceae.g\\_\\_Candidatus.Solibacter.s\\_\\_ & k\\_\\_Bacteria.p\\_\\_Proteobacteria.c\\_\\_Alphaproteobacteria.o\\_\\_Rhizobiales.f\\_\\_Hyphomicrobiaceae.g\\_\\_Rhodoplanes.s\\_\\_ & k\\_\\_Bacteria.p\\_\\_Actinobacteria.c\\_\\_Actinobacteria.o\\_\\_Actinomycetales.f\\_\\_Nocardioidaceae.g\\_\\_Nocardioides.s\\_\\_ & k\\_\\_Bacteria.p\\_\\_Bacteroidetes.c\\_\\_Flavobacteriia.o\\_\\_Flavobacteriales.f\\_\\_Flavobacteriaceae.g\\_\\_Flavobacterium.s\\_\\_ & k\\_\\_Bacteria.p\\_\\_Firmicutes.c\\_\\_Clostridia.o\\_\\_Clostridiales.f\\_\\_Peptococcaceae.g\\_\\_Desulfotomaculum.s\\_\\_ & k\\_\\_Bacteria.p\\_\\_Acidobacteria.c\\_\\_Acidobacteriia.o\\_\\_Acidobacteriales.f\\_\\_Koribacteraceae.g\\_\\_Candidatus.Koribacter.s\\_\\_ & k\\_\\_Bacteria.p\\_\\_Proteobacteria.c\\_\\_Betaproteobacteria.o\\_\\_Burkholderiales.f\\_\\_Comamonadaceae.g\\_\\_Methylibium.s\\_\\_ & ... & k\\_\\_Bacteria.p\\_\\_Proteobacteria.c\\_\\_Betaproteobacteria.o\\_\\_Burkholderiales.f\\_\\_Comamonadaceae.g\\_\\_Rhodoferax.s\\_\\_.4 & k\\_\\_Bacteria.p\\_\\_Proteobacteria.c\\_\\_Gammaproteobacteria.o\\_\\_Xanthomonadales.f\\_\\_Xanthomonadaceae.g\\_\\_Dokdonella.s\\_\\_.9 & k\\_\\_Bacteria.p\\_\\_Firmicutes.c\\_\\_Bacilli.o\\_\\_Lactobacillales.f\\_\\_Streptococcaceae.g\\_\\_Streptococcus.s\\_\\_.9 & k\\_\\_Bacteria.p\\_\\_Proteobacteria.c\\_\\_Betaproteobacteria.o\\_\\_Methylophilales.f\\_\\_Methylophilaceae.g\\_\\_Methylotenera.s\\_\\_mobilis.2 & k\\_\\_Bacteria.p\\_\\_Actinobacteria.c\\_\\_Actinobacteria.o\\_\\_Actinomycetales.f\\_\\_Streptomycetaceae.g\\_\\_Streptomyces.s\\_\\_.44 & k\\_\\_Bacteria.p\\_\\_Proteobacteria.c\\_\\_Gammaproteobacteria.o\\_\\_Xanthomonadales.f\\_\\_Xanthomonadaceae.g\\_\\_Luteimonas.s\\_\\_.2 & k\\_\\_Bacteria.p\\_\\_Proteobacteria.c\\_\\_Alphaproteobacteria.o\\_\\_Rhizobiales.f\\_\\_Hyphomicrobiaceae.g\\_\\_Rhodoplanes.s\\_\\_.142 & k\\_\\_Bacteria.p\\_\\_Firmicutes.c\\_\\_Bacilli.o\\_\\_Bacillales.f\\_\\_Planococcaceae.g\\_\\_Solibacillus.s\\_\\_.3 & k\\_\\_Bacteria.p\\_\\_Proteobacteria.c\\_\\_Betaproteobacteria.o\\_\\_Burkholderiales.f\\_\\_Comamonadaceae.g\\_\\_Ramlibacter.s\\_\\_.9 & k\\_\\_Bacteria.p\\_\\_Actinobacteria.c\\_\\_Actinobacteria.o\\_\\_Actinomycetales.f\\_\\_Mycobacteriaceae.g\\_\\_Mycobacterium.s\\_\\_.28\\\\\n", + "\\hline\n", + "\t103.CA2 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & ... & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 \\\\\n", + "\t103.CO3 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & ... & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 \\\\\n", + "\t103.SR3 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & ... & 0 & 1 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & 1 \\\\\n", + "\t103.IE2 & 1 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & ... & 0 & 0 & 0 & 0 & 0 & 0 & 2 & 0 & 0 & 1 \\\\\n", + "\t103.BP1 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & ... & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 \\\\\n", + "\t103.VC2 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 2 & ... & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 \\\\\n", + "\\end{tabular}\n" + ], + "text/markdown": [ + "\n", + "| | k__Bacteria.p__Firmicutes.c__Bacilli.o__Bacillales.f__Paenibacillaceae.g__Paenibacillus.s__ | k__Bacteria.p__Firmicutes.c__Bacilli.o__Bacillales.f__Bacillaceae.g__Bacillus.s__muralis | k__Bacteria.p__Proteobacteria.c__Alphaproteobacteria.o__Sphingomonadales.f__Sphingomonadaceae.g__Novosphingobium.s__ | k__Bacteria.p__Acidobacteria.c__Solibacteres.o__Solibacterales.f__Solibacteraceae.g__Candidatus.Solibacter.s__ | k__Bacteria.p__Proteobacteria.c__Alphaproteobacteria.o__Rhizobiales.f__Hyphomicrobiaceae.g__Rhodoplanes.s__ | k__Bacteria.p__Actinobacteria.c__Actinobacteria.o__Actinomycetales.f__Nocardioidaceae.g__Nocardioides.s__ | k__Bacteria.p__Bacteroidetes.c__Flavobacteriia.o__Flavobacteriales.f__Flavobacteriaceae.g__Flavobacterium.s__ | k__Bacteria.p__Firmicutes.c__Clostridia.o__Clostridiales.f__Peptococcaceae.g__Desulfotomaculum.s__ | k__Bacteria.p__Acidobacteria.c__Acidobacteriia.o__Acidobacteriales.f__Koribacteraceae.g__Candidatus.Koribacter.s__ | k__Bacteria.p__Proteobacteria.c__Betaproteobacteria.o__Burkholderiales.f__Comamonadaceae.g__Methylibium.s__ | ... | k__Bacteria.p__Proteobacteria.c__Betaproteobacteria.o__Burkholderiales.f__Comamonadaceae.g__Rhodoferax.s__.4 | k__Bacteria.p__Proteobacteria.c__Gammaproteobacteria.o__Xanthomonadales.f__Xanthomonadaceae.g__Dokdonella.s__.9 | k__Bacteria.p__Firmicutes.c__Bacilli.o__Lactobacillales.f__Streptococcaceae.g__Streptococcus.s__.9 | k__Bacteria.p__Proteobacteria.c__Betaproteobacteria.o__Methylophilales.f__Methylophilaceae.g__Methylotenera.s__mobilis.2 | k__Bacteria.p__Actinobacteria.c__Actinobacteria.o__Actinomycetales.f__Streptomycetaceae.g__Streptomyces.s__.44 | k__Bacteria.p__Proteobacteria.c__Gammaproteobacteria.o__Xanthomonadales.f__Xanthomonadaceae.g__Luteimonas.s__.2 | k__Bacteria.p__Proteobacteria.c__Alphaproteobacteria.o__Rhizobiales.f__Hyphomicrobiaceae.g__Rhodoplanes.s__.142 | k__Bacteria.p__Firmicutes.c__Bacilli.o__Bacillales.f__Planococcaceae.g__Solibacillus.s__.3 | k__Bacteria.p__Proteobacteria.c__Betaproteobacteria.o__Burkholderiales.f__Comamonadaceae.g__Ramlibacter.s__.9 | k__Bacteria.p__Actinobacteria.c__Actinobacteria.o__Actinomycetales.f__Mycobacteriaceae.g__Mycobacterium.s__.28 |\n", + "|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|\n", + "| 103.CA2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |\n", + "| 103.CO3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |\n", + "| 103.SR3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 |\n", + "| 103.IE2 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 1 |\n", + "| 103.BP1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |\n", + "| 103.VC2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |\n", + "\n" + ], + "text/plain": [ + " k__Bacteria.p__Firmicutes.c__Bacilli.o__Bacillales.f__Paenibacillaceae.g__Paenibacillus.s__\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 0 \n", + "103.IE2 1 \n", + "103.BP1 0 \n", + "103.VC2 0 \n", + " k__Bacteria.p__Firmicutes.c__Bacilli.o__Bacillales.f__Bacillaceae.g__Bacillus.s__muralis\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 0 \n", + "103.IE2 0 \n", + "103.BP1 0 \n", + "103.VC2 0 \n", + " 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k__Bacteria.p__Bacteroidetes.c__Flavobacteriia.o__Flavobacteriales.f__Flavobacteriaceae.g__Flavobacterium.s__\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 0 \n", + "103.IE2 0 \n", + "103.BP1 0 \n", + "103.VC2 0 \n", + " k__Bacteria.p__Firmicutes.c__Clostridia.o__Clostridiales.f__Peptococcaceae.g__Desulfotomaculum.s__\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 0 \n", + "103.IE2 0 \n", + "103.BP1 0 \n", + "103.VC2 0 \n", + " k__Bacteria.p__Acidobacteria.c__Acidobacteriia.o__Acidobacteriales.f__Koribacteraceae.g__Candidatus.Koribacter.s__\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 0 \n", + "103.IE2 0 \n", + "103.BP1 0 \n", + "103.VC2 0 \n", + " k__Bacteria.p__Proteobacteria.c__Betaproteobacteria.o__Burkholderiales.f__Comamonadaceae.g__Methylibium.s__\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 0 \n", + "103.IE2 0 \n", + "103.BP1 0 \n", + "103.VC2 2 \n", + " ...\n", + "103.CA2 ...\n", + "103.CO3 ...\n", + "103.SR3 ...\n", + "103.IE2 ...\n", + "103.BP1 ...\n", + "103.VC2 ...\n", + " k__Bacteria.p__Proteobacteria.c__Betaproteobacteria.o__Burkholderiales.f__Comamonadaceae.g__Rhodoferax.s__.4\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 0 \n", + "103.IE2 0 \n", + "103.BP1 0 \n", + "103.VC2 0 \n", + " k__Bacteria.p__Proteobacteria.c__Gammaproteobacteria.o__Xanthomonadales.f__Xanthomonadaceae.g__Dokdonella.s__.9\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 1 \n", + "103.IE2 0 \n", + "103.BP1 0 \n", + "103.VC2 0 \n", + " k__Bacteria.p__Firmicutes.c__Bacilli.o__Lactobacillales.f__Streptococcaceae.g__Streptococcus.s__.9\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 0 \n", + "103.IE2 0 \n", + "103.BP1 0 \n", + "103.VC2 0 \n", + " k__Bacteria.p__Proteobacteria.c__Betaproteobacteria.o__Methylophilales.f__Methylophilaceae.g__Methylotenera.s__mobilis.2\n", + "103.CA2 0 \n", + "103.CO3 0 \n", + "103.SR3 0 \n", + "103.IE2 0 \n", + "103.BP1 0 \n", + "103.VC2 0 \n", + " 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    103.CA2-7.828436-7.828436-7.828436-7.828436-7.828436-7.828436-7.828436-7.828436-7.828436-7.828436... -7.828436-7.828436-7.828436-7.828436-7.828436-7.828436-7.828436-7.828436-7.828436-7.828436
    103.CO3-7.892452-7.892452-7.892452-7.892452-7.892452-7.892452-7.892452-7.892452-7.892452-7.892452... -7.892452-7.892452-7.892452-7.892452-7.892452-7.892452-7.892452-7.892452-7.892452-7.199305
    103.SR3-7.942718-7.942718-7.942718-7.942718-7.942718-7.942718-7.942718-7.942718-7.942718-7.942718... -7.942718-7.249570-7.942718-7.942718-7.942718-7.942718-7.942718-7.942718-7.249570-7.249570
    103.IE2-7.208230-7.901377-7.901377-7.901377-7.901377-7.901377-7.901377-7.901377-7.901377-7.901377... -7.901377-7.901377-7.901377-7.901377-7.901377-7.901377-6.515083-7.901377-7.901377-7.208230
    103.BP1-7.781139-7.781139-7.781139-7.781139-7.781139-7.781139-7.781139-7.781139-7.781139-7.781139... -7.781139-7.781139-7.781139-7.781139-7.781139-7.781139-7.781139-7.781139-7.781139-7.087991
    103.VC2-7.825645-7.825645-7.825645-7.825645-7.825645-7.825645-7.825645-7.825645-7.825645-6.439350... -7.825645-7.825645-7.825645-7.825645-7.825645-7.825645-7.825645-7.825645-7.825645-7.132498
    \n" + ], + "text/latex": [ + "\\begin{tabular}{r|lllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllll}\n", + " & k\\_\\_Bacteria.p\\_\\_Firmicutes.c\\_\\_Bacilli.o\\_\\_Bacillales.f\\_\\_Paenibacillaceae.g\\_\\_Paenibacillus.s\\_\\_ & k\\_\\_Bacteria.p\\_\\_Firmicutes.c\\_\\_Bacilli.o\\_\\_Bacillales.f\\_\\_Bacillaceae.g\\_\\_Bacillus.s\\_\\_muralis & k\\_\\_Bacteria.p\\_\\_Proteobacteria.c\\_\\_Alphaproteobacteria.o\\_\\_Sphingomonadales.f\\_\\_Sphingomonadaceae.g\\_\\_Novosphingobium.s\\_\\_ & k\\_\\_Bacteria.p\\_\\_Acidobacteria.c\\_\\_Solibacteres.o\\_\\_Solibacterales.f\\_\\_Solibacteraceae.g\\_\\_Candidatus.Solibacter.s\\_\\_ & k\\_\\_Bacteria.p\\_\\_Proteobacteria.c\\_\\_Alphaproteobacteria.o\\_\\_Rhizobiales.f\\_\\_Hyphomicrobiaceae.g\\_\\_Rhodoplanes.s\\_\\_ & k\\_\\_Bacteria.p\\_\\_Actinobacteria.c\\_\\_Actinobacteria.o\\_\\_Actinomycetales.f\\_\\_Nocardioidaceae.g\\_\\_Nocardioides.s\\_\\_ & k\\_\\_Bacteria.p\\_\\_Bacteroidetes.c\\_\\_Flavobacteriia.o\\_\\_Flavobacteriales.f\\_\\_Flavobacteriaceae.g\\_\\_Flavobacterium.s\\_\\_ & k\\_\\_Bacteria.p\\_\\_Firmicutes.c\\_\\_Clostridia.o\\_\\_Clostridiales.f\\_\\_Peptococcaceae.g\\_\\_Desulfotomaculum.s\\_\\_ & k\\_\\_Bacteria.p\\_\\_Acidobacteria.c\\_\\_Acidobacteriia.o\\_\\_Acidobacteriales.f\\_\\_Koribacteraceae.g\\_\\_Candidatus.Koribacter.s\\_\\_ & k\\_\\_Bacteria.p\\_\\_Proteobacteria.c\\_\\_Betaproteobacteria.o\\_\\_Burkholderiales.f\\_\\_Comamonadaceae.g\\_\\_Methylibium.s\\_\\_ & ... & k\\_\\_Bacteria.p\\_\\_Proteobacteria.c\\_\\_Betaproteobacteria.o\\_\\_Burkholderiales.f\\_\\_Comamonadaceae.g\\_\\_Rhodoferax.s\\_\\_.4 & k\\_\\_Bacteria.p\\_\\_Proteobacteria.c\\_\\_Gammaproteobacteria.o\\_\\_Xanthomonadales.f\\_\\_Xanthomonadaceae.g\\_\\_Dokdonella.s\\_\\_.9 & k\\_\\_Bacteria.p\\_\\_Firmicutes.c\\_\\_Bacilli.o\\_\\_Lactobacillales.f\\_\\_Streptococcaceae.g\\_\\_Streptococcus.s\\_\\_.9 & k\\_\\_Bacteria.p\\_\\_Proteobacteria.c\\_\\_Betaproteobacteria.o\\_\\_Methylophilales.f\\_\\_Methylophilaceae.g\\_\\_Methylotenera.s\\_\\_mobilis.2 & k\\_\\_Bacteria.p\\_\\_Actinobacteria.c\\_\\_Actinobacteria.o\\_\\_Actinomycetales.f\\_\\_Streptomycetaceae.g\\_\\_Streptomyces.s\\_\\_.44 & k\\_\\_Bacteria.p\\_\\_Proteobacteria.c\\_\\_Gammaproteobacteria.o\\_\\_Xanthomonadales.f\\_\\_Xanthomonadaceae.g\\_\\_Luteimonas.s\\_\\_.2 & k\\_\\_Bacteria.p\\_\\_Proteobacteria.c\\_\\_Alphaproteobacteria.o\\_\\_Rhizobiales.f\\_\\_Hyphomicrobiaceae.g\\_\\_Rhodoplanes.s\\_\\_.142 & k\\_\\_Bacteria.p\\_\\_Firmicutes.c\\_\\_Bacilli.o\\_\\_Bacillales.f\\_\\_Planococcaceae.g\\_\\_Solibacillus.s\\_\\_.3 & k\\_\\_Bacteria.p\\_\\_Proteobacteria.c\\_\\_Betaproteobacteria.o\\_\\_Burkholderiales.f\\_\\_Comamonadaceae.g\\_\\_Ramlibacter.s\\_\\_.9 & k\\_\\_Bacteria.p\\_\\_Actinobacteria.c\\_\\_Actinobacteria.o\\_\\_Actinomycetales.f\\_\\_Mycobacteriaceae.g\\_\\_Mycobacterium.s\\_\\_.28\\\\\n", + "\\hline\n", + "\t103.CA2 & -7.828436 & -7.828436 & -7.828436 & -7.828436 & -7.828436 & -7.828436 & -7.828436 & -7.828436 & -7.828436 & -7.828436 & ... & -7.828436 & -7.828436 & -7.828436 & -7.828436 & -7.828436 & -7.828436 & -7.828436 & -7.828436 & -7.828436 & -7.828436\\\\\n", + "\t103.CO3 & -7.892452 & -7.892452 & -7.892452 & -7.892452 & -7.892452 & -7.892452 & -7.892452 & -7.892452 & -7.892452 & -7.892452 & ... & -7.892452 & -7.892452 & -7.892452 & -7.892452 & -7.892452 & -7.892452 & -7.892452 & -7.892452 & -7.892452 & -7.199305\\\\\n", + "\t103.SR3 & -7.942718 & -7.942718 & -7.942718 & -7.942718 & -7.942718 & -7.942718 & -7.942718 & -7.942718 & -7.942718 & -7.942718 & ... & -7.942718 & -7.249570 & -7.942718 & -7.942718 & -7.942718 & -7.942718 & -7.942718 & -7.942718 & -7.249570 & -7.249570\\\\\n", + "\t103.IE2 & -7.208230 & -7.901377 & -7.901377 & -7.901377 & -7.901377 & -7.901377 & -7.901377 & -7.901377 & -7.901377 & -7.901377 & ... & -7.901377 & -7.901377 & -7.901377 & -7.901377 & -7.901377 & -7.901377 & -6.515083 & -7.901377 & -7.901377 & -7.208230\\\\\n", + "\t103.BP1 & -7.781139 & -7.781139 & -7.781139 & -7.781139 & -7.781139 & -7.781139 & -7.781139 & -7.781139 & -7.781139 & -7.781139 & ... & -7.781139 & -7.781139 & -7.781139 & -7.781139 & -7.781139 & -7.781139 & -7.781139 & -7.781139 & -7.781139 & -7.087991\\\\\n", + "\t103.VC2 & -7.825645 & -7.825645 & -7.825645 & -7.825645 & -7.825645 & -7.825645 & -7.825645 & -7.825645 & -7.825645 & -6.439350 & ... & -7.825645 & -7.825645 & -7.825645 & -7.825645 & -7.825645 & -7.825645 & -7.825645 & -7.825645 & -7.825645 & -7.132498\\\\\n", + "\\end{tabular}\n" + ], + "text/markdown": [ + "\n", + "| | k__Bacteria.p__Firmicutes.c__Bacilli.o__Bacillales.f__Paenibacillaceae.g__Paenibacillus.s__ | k__Bacteria.p__Firmicutes.c__Bacilli.o__Bacillales.f__Bacillaceae.g__Bacillus.s__muralis | k__Bacteria.p__Proteobacteria.c__Alphaproteobacteria.o__Sphingomonadales.f__Sphingomonadaceae.g__Novosphingobium.s__ | k__Bacteria.p__Acidobacteria.c__Solibacteres.o__Solibacterales.f__Solibacteraceae.g__Candidatus.Solibacter.s__ | k__Bacteria.p__Proteobacteria.c__Alphaproteobacteria.o__Rhizobiales.f__Hyphomicrobiaceae.g__Rhodoplanes.s__ | k__Bacteria.p__Actinobacteria.c__Actinobacteria.o__Actinomycetales.f__Nocardioidaceae.g__Nocardioides.s__ | k__Bacteria.p__Bacteroidetes.c__Flavobacteriia.o__Flavobacteriales.f__Flavobacteriaceae.g__Flavobacterium.s__ | k__Bacteria.p__Firmicutes.c__Clostridia.o__Clostridiales.f__Peptococcaceae.g__Desulfotomaculum.s__ | k__Bacteria.p__Acidobacteria.c__Acidobacteriia.o__Acidobacteriales.f__Koribacteraceae.g__Candidatus.Koribacter.s__ | k__Bacteria.p__Proteobacteria.c__Betaproteobacteria.o__Burkholderiales.f__Comamonadaceae.g__Methylibium.s__ | ... | k__Bacteria.p__Proteobacteria.c__Betaproteobacteria.o__Burkholderiales.f__Comamonadaceae.g__Rhodoferax.s__.4 | k__Bacteria.p__Proteobacteria.c__Gammaproteobacteria.o__Xanthomonadales.f__Xanthomonadaceae.g__Dokdonella.s__.9 | k__Bacteria.p__Firmicutes.c__Bacilli.o__Lactobacillales.f__Streptococcaceae.g__Streptococcus.s__.9 | k__Bacteria.p__Proteobacteria.c__Betaproteobacteria.o__Methylophilales.f__Methylophilaceae.g__Methylotenera.s__mobilis.2 | k__Bacteria.p__Actinobacteria.c__Actinobacteria.o__Actinomycetales.f__Streptomycetaceae.g__Streptomyces.s__.44 | k__Bacteria.p__Proteobacteria.c__Gammaproteobacteria.o__Xanthomonadales.f__Xanthomonadaceae.g__Luteimonas.s__.2 | k__Bacteria.p__Proteobacteria.c__Alphaproteobacteria.o__Rhizobiales.f__Hyphomicrobiaceae.g__Rhodoplanes.s__.142 | k__Bacteria.p__Firmicutes.c__Bacilli.o__Bacillales.f__Planococcaceae.g__Solibacillus.s__.3 | k__Bacteria.p__Proteobacteria.c__Betaproteobacteria.o__Burkholderiales.f__Comamonadaceae.g__Ramlibacter.s__.9 | k__Bacteria.p__Actinobacteria.c__Actinobacteria.o__Actinomycetales.f__Mycobacteriaceae.g__Mycobacterium.s__.28 |\n", + "|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|\n", + "| 103.CA2 | -7.828436 | -7.828436 | -7.828436 | -7.828436 | -7.828436 | -7.828436 | -7.828436 | -7.828436 | -7.828436 | -7.828436 | ... | -7.828436 | -7.828436 | -7.828436 | -7.828436 | -7.828436 | -7.828436 | -7.828436 | -7.828436 | -7.828436 | -7.828436 |\n", + "| 103.CO3 | -7.892452 | -7.892452 | -7.892452 | -7.892452 | -7.892452 | -7.892452 | -7.892452 | -7.892452 | -7.892452 | -7.892452 | ... | -7.892452 | -7.892452 | -7.892452 | -7.892452 | -7.892452 | -7.892452 | -7.892452 | -7.892452 | -7.892452 | -7.199305 |\n", + "| 103.SR3 | -7.942718 | -7.942718 | -7.942718 | -7.942718 | -7.942718 | -7.942718 | -7.942718 | -7.942718 | -7.942718 | -7.942718 | ... | -7.942718 | -7.249570 | -7.942718 | -7.942718 | -7.942718 | -7.942718 | -7.942718 | -7.942718 | -7.249570 | -7.249570 |\n", + "| 103.IE2 | -7.208230 | -7.901377 | -7.901377 | -7.901377 | -7.901377 | -7.901377 | -7.901377 | -7.901377 | -7.901377 | -7.901377 | ... | -7.901377 | -7.901377 | -7.901377 | -7.901377 | -7.901377 | -7.901377 | -6.515083 | -7.901377 | -7.901377 | -7.208230 |\n", + "| 103.BP1 | -7.781139 | -7.781139 | -7.781139 | -7.781139 | -7.781139 | -7.781139 | -7.781139 | -7.781139 | -7.781139 | -7.781139 | ... | -7.781139 | -7.781139 | -7.781139 | -7.781139 | -7.781139 | -7.781139 | -7.781139 | -7.781139 | -7.781139 | -7.087991 |\n", + "| 103.VC2 | -7.825645 | -7.825645 | -7.825645 | -7.825645 | -7.825645 | -7.825645 | -7.825645 | -7.825645 | -7.825645 | -6.439350 | ... | -7.825645 | -7.825645 | -7.825645 | -7.825645 | -7.825645 | -7.825645 | -7.825645 | -7.825645 | -7.825645 | -7.132498 |\n", + "\n" + ], + "text/plain": [ + " k__Bacteria.p__Firmicutes.c__Bacilli.o__Bacillales.f__Paenibacillaceae.g__Paenibacillus.s__\n", + "103.CA2 -7.828436 \n", + "103.CO3 -7.892452 \n", + "103.SR3 -7.942718 \n", + "103.IE2 -7.208230 \n", + "103.BP1 -7.781139 \n", + "103.VC2 -7.825645 \n", + " k__Bacteria.p__Firmicutes.c__Bacilli.o__Bacillales.f__Bacillaceae.g__Bacillus.s__muralis\n", + "103.CA2 -7.828436 \n", + "103.CO3 -7.892452 \n", + "103.SR3 -7.942718 \n", + "103.IE2 -7.901377 \n", + "103.BP1 -7.781139 \n", + "103.VC2 -7.825645 \n", + " k__Bacteria.p__Proteobacteria.c__Alphaproteobacteria.o__Sphingomonadales.f__Sphingomonadaceae.g__Novosphingobium.s__\n", + "103.CA2 -7.828436 \n", + "103.CO3 -7.892452 \n", + "103.SR3 -7.942718 \n", + "103.IE2 -7.901377 \n", + "103.BP1 -7.781139 \n", + "103.VC2 -7.825645 \n", + " k__Bacteria.p__Acidobacteria.c__Solibacteres.o__Solibacterales.f__Solibacteraceae.g__Candidatus.Solibacter.s__\n", + "103.CA2 -7.828436 \n", + "103.CO3 -7.892452 \n", + "103.SR3 -7.942718 \n", + "103.IE2 -7.901377 \n", + "103.BP1 -7.781139 \n", + "103.VC2 -7.825645 \n", + " k__Bacteria.p__Proteobacteria.c__Alphaproteobacteria.o__Rhizobiales.f__Hyphomicrobiaceae.g__Rhodoplanes.s__\n", + "103.CA2 -7.828436 \n", + "103.CO3 -7.892452 \n", + "103.SR3 -7.942718 \n", + "103.IE2 -7.901377 \n", + "103.BP1 -7.781139 \n", + "103.VC2 -7.825645 \n", + " k__Bacteria.p__Actinobacteria.c__Actinobacteria.o__Actinomycetales.f__Nocardioidaceae.g__Nocardioides.s__\n", + "103.CA2 -7.828436 \n", + "103.CO3 -7.892452 \n", + "103.SR3 -7.942718 \n", + "103.IE2 -7.901377 \n", + "103.BP1 -7.781139 \n", + "103.VC2 -7.825645 \n", + " k__Bacteria.p__Bacteroidetes.c__Flavobacteriia.o__Flavobacteriales.f__Flavobacteriaceae.g__Flavobacterium.s__\n", + "103.CA2 -7.828436 \n", + "103.CO3 -7.892452 \n", + "103.SR3 -7.942718 \n", + "103.IE2 -7.901377 \n", + "103.BP1 -7.781139 \n", + "103.VC2 -7.825645 \n", + " k__Bacteria.p__Firmicutes.c__Clostridia.o__Clostridiales.f__Peptococcaceae.g__Desulfotomaculum.s__\n", + "103.CA2 -7.828436 \n", + "103.CO3 -7.892452 \n", + "103.SR3 -7.942718 \n", + "103.IE2 -7.901377 \n", + "103.BP1 -7.781139 \n", + "103.VC2 -7.825645 \n", + " k__Bacteria.p__Acidobacteria.c__Acidobacteriia.o__Acidobacteriales.f__Koribacteraceae.g__Candidatus.Koribacter.s__\n", + "103.CA2 -7.828436 \n", + "103.CO3 -7.892452 \n", + "103.SR3 -7.942718 \n", + "103.IE2 -7.901377 \n", + "103.BP1 -7.781139 \n", + "103.VC2 -7.825645 \n", + " k__Bacteria.p__Proteobacteria.c__Betaproteobacteria.o__Burkholderiales.f__Comamonadaceae.g__Methylibium.s__\n", + "103.CA2 -7.828436 \n", + "103.CO3 -7.892452 \n", + "103.SR3 -7.942718 \n", + "103.IE2 -7.901377 \n", + "103.BP1 -7.781139 \n", + "103.VC2 -6.439350 \n", + " ...\n", + "103.CA2 ...\n", + "103.CO3 ...\n", + "103.SR3 ...\n", + "103.IE2 ...\n", + "103.BP1 ...\n", + "103.VC2 ...\n", + " k__Bacteria.p__Proteobacteria.c__Betaproteobacteria.o__Burkholderiales.f__Comamonadaceae.g__Rhodoferax.s__.4\n", + "103.CA2 -7.828436 \n", + "103.CO3 -7.892452 \n", + "103.SR3 -7.942718 \n", + "103.IE2 -7.901377 \n", + "103.BP1 -7.781139 \n", + "103.VC2 -7.825645 \n", + " k__Bacteria.p__Proteobacteria.c__Gammaproteobacteria.o__Xanthomonadales.f__Xanthomonadaceae.g__Dokdonella.s__.9\n", + "103.CA2 -7.828436 \n", + "103.CO3 -7.892452 \n", + "103.SR3 -7.249570 \n", + "103.IE2 -7.901377 \n", + "103.BP1 -7.781139 \n", + "103.VC2 -7.825645 \n", + " k__Bacteria.p__Firmicutes.c__Bacilli.o__Lactobacillales.f__Streptococcaceae.g__Streptococcus.s__.9\n", + "103.CA2 -7.828436 \n", + "103.CO3 -7.892452 \n", + "103.SR3 -7.942718 \n", + "103.IE2 -7.901377 \n", + "103.BP1 -7.781139 \n", + "103.VC2 -7.825645 \n", + " k__Bacteria.p__Proteobacteria.c__Betaproteobacteria.o__Methylophilales.f__Methylophilaceae.g__Methylotenera.s__mobilis.2\n", + "103.CA2 -7.828436 \n", + "103.CO3 -7.892452 \n", + "103.SR3 -7.942718 \n", + "103.IE2 -7.901377 \n", + "103.BP1 -7.781139 \n", + "103.VC2 -7.825645 \n", + " k__Bacteria.p__Actinobacteria.c__Actinobacteria.o__Actinomycetales.f__Streptomycetaceae.g__Streptomyces.s__.44\n", + "103.CA2 -7.828436 \n", + "103.CO3 -7.892452 \n", + "103.SR3 -7.942718 \n", + "103.IE2 -7.901377 \n", + "103.BP1 -7.781139 \n", + "103.VC2 -7.825645 \n", + " k__Bacteria.p__Proteobacteria.c__Gammaproteobacteria.o__Xanthomonadales.f__Xanthomonadaceae.g__Luteimonas.s__.2\n", + "103.CA2 -7.828436 \n", + "103.CO3 -7.892452 \n", + "103.SR3 -7.942718 \n", + "103.IE2 -7.901377 \n", + "103.BP1 -7.781139 \n", + "103.VC2 -7.825645 \n", + " k__Bacteria.p__Proteobacteria.c__Alphaproteobacteria.o__Rhizobiales.f__Hyphomicrobiaceae.g__Rhodoplanes.s__.142\n", + "103.CA2 -7.828436 \n", + "103.CO3 -7.892452 \n", + "103.SR3 -7.942718 \n", + "103.IE2 -6.515083 \n", + "103.BP1 -7.781139 \n", + "103.VC2 -7.825645 \n", + " k__Bacteria.p__Firmicutes.c__Bacilli.o__Bacillales.f__Planococcaceae.g__Solibacillus.s__.3\n", + "103.CA2 -7.828436 \n", + "103.CO3 -7.892452 \n", + "103.SR3 -7.942718 \n", + "103.IE2 -7.901377 \n", + "103.BP1 -7.781139 \n", + "103.VC2 -7.825645 \n", + " k__Bacteria.p__Proteobacteria.c__Betaproteobacteria.o__Burkholderiales.f__Comamonadaceae.g__Ramlibacter.s__.9\n", + "103.CA2 -7.828436 \n", + "103.CO3 -7.892452 \n", + "103.SR3 -7.249570 \n", + "103.IE2 -7.901377 \n", + "103.BP1 -7.781139 \n", + "103.VC2 -7.825645 \n", + " k__Bacteria.p__Actinobacteria.c__Actinobacteria.o__Actinomycetales.f__Mycobacteriaceae.g__Mycobacterium.s__.28\n", + "103.CA2 -7.828436 \n", + "103.CO3 -7.199305 \n", + "103.SR3 -7.249570 \n", + "103.IE2 -7.208230 \n", + "103.BP1 -7.087991 \n", + "103.VC2 -7.132498 " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# add pesudo count 0.5\n", + "x = count # preprossed done already\n", + "x[x == 0] <- 0.5\n", + "x <- x/rowSums(x) # relative abundance\n", + "taxa <- log(x)\n", + "dim(taxa)\n", + "head(taxa)" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
      \n", + "\t
    1. 'BarcodeSequence'
    2. \n", + "\t
    3. 'LinkerPrimerSequence'
    4. \n", + "\t
    5. 'barcode_read_group_tag'
    6. \n", + "\t
    7. 'dna_extracted_prep'
    8. \n", + "\t
    9. 'experiment_alias'
    10. \n", + "\t
    11. 'experiment_center'
    12. \n", + "\t
    13. 'experiment_design_description'
    14. \n", + "\t
    15. 'experiment_title'
    16. \n", + "\t
    17. 'instrument_name'
    18. \n", + "\t
    19. 'key_seq'
    20. \n", + "\t
    21. 'library_construction_protocol'
    22. \n", + "\t
    23. 'linker'
    24. \n", + "\t
    25. 'pcr_primers'
    26. \n", + "\t
    27. 'physical_specimen_remaining_prep'
    28. \n", + "\t
    29. 'platform'
    30. \n", + "\t
    31. 'pool_member_name'
    32. \n", + "\t
    33. 'pool_proportion'
    34. \n", + "\t
    35. 'primer_read_group_tag'
    36. \n", + "\t
    37. 'region'
    38. \n", + "\t
    39. 'run_alias'
    40. \n", + "\t
    41. 'run_center'
    42. \n", + "\t
    43. 'run_date'
    44. \n", + "\t
    45. 'run_prefix'
    46. \n", + "\t
    47. 'samp_size'
    48. \n", + "\t
    49. 'sample_center'
    50. \n", + "\t
    51. 'sample_type_prep'
    52. \n", + "\t
    53. 'sequencing_meth'
    54. \n", + "\t
    55. 'study_center'
    56. \n", + "\t
    57. 'study_ref'
    58. \n", + "\t
    59. 'target_gene'
    60. \n", + "\t
    61. 'target_subfragment'
    62. \n", + "\t
    63. 'altitude'
    64. \n", + "\t
    65. 'annual_season_precpt'
    66. \n", + "\t
    67. 'annual_season_temp'
    68. \n", + "\t
    69. 'anonymized_name'
    70. \n", + "\t
    71. 'assigned_from_geo'
    72. \n", + "\t
    73. 'carb_nitro_ratio'
    74. \n", + "\t
    75. 'cmin_rate'
    76. \n", + "\t
    77. 'collection_date'
    78. \n", + "\t
    79. 'common_name'
    80. \n", + "\t
    81. 'country'
    82. \n", + "\t
    83. 'depth'
    84. \n", + "\t
    85. 'dna_extracted'
    86. \n", + "\t
    87. 'elevation'
    88. \n", + "\t
    89. 'env_biome'
    90. \n", + "\t
    91. 'env_feature'
    92. \n", + "\t
    93. 'env_matter'
    94. \n", + "\t
    95. 'host_subject_id'
    96. \n", + "\t
    97. 'latitude'
    98. \n", + "\t
    99. 'longitude'
    100. \n", + "\t
    101. 'ph'
    102. \n", + "\t
    103. 'physical_specimen_remaining'
    104. \n", + "\t
    105. 'project_name'
    106. \n", + "\t
    107. 'public'
    108. \n", + "\t
    109. 'sample_type'
    110. \n", + "\t
    111. 'silt_clay'
    112. \n", + "\t
    113. 'soil_moisture_deficit'
    114. \n", + "\t
    115. 'soil_type'
    116. \n", + "\t
    117. 'specific_location'
    118. \n", + "\t
    119. 'taxon_id'
    120. \n", + "\t
    121. 'texture'
    122. \n", + "\t
    123. 'title'
    124. \n", + "\t
    125. 'tot_org_carb'
    126. \n", + "\t
    127. 'tot_org_nitro'
    128. \n", + "\t
    129. 'Description'
    130. \n", + "\t
    131. 'ph2'
    132. \n", + "\t
    133. 'ph3'
    134. \n", + "\t
    135. 'ph4'
    136. \n", + "\t
    137. 'ph_rounded'
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    \n" + ], + "text/latex": [ + "\\begin{enumerate*}\n", + "\\item 'BarcodeSequence'\n", + "\\item 'LinkerPrimerSequence'\n", + "\\item 'barcode\\_read\\_group\\_tag'\n", + "\\item 'dna\\_extracted\\_prep'\n", + "\\item 'experiment\\_alias'\n", + "\\item 'experiment\\_center'\n", + "\\item 'experiment\\_design\\_description'\n", + "\\item 'experiment\\_title'\n", + "\\item 'instrument\\_name'\n", + "\\item 'key\\_seq'\n", + "\\item 'library\\_construction\\_protocol'\n", + "\\item 'linker'\n", + "\\item 'pcr\\_primers'\n", + "\\item 'physical\\_specimen\\_remaining\\_prep'\n", + "\\item 'platform'\n", + "\\item 'pool\\_member\\_name'\n", + "\\item 'pool\\_proportion'\n", + "\\item 'primer\\_read\\_group\\_tag'\n", + "\\item 'region'\n", + "\\item 'run\\_alias'\n", + "\\item 'run\\_center'\n", + "\\item 'run\\_date'\n", + "\\item 'run\\_prefix'\n", + "\\item 'samp\\_size'\n", + "\\item 'sample\\_center'\n", + "\\item 'sample\\_type\\_prep'\n", + "\\item 'sequencing\\_meth'\n", + "\\item 'study\\_center'\n", + "\\item 'study\\_ref'\n", + "\\item 'target\\_gene'\n", + "\\item 'target\\_subfragment'\n", + "\\item 'altitude'\n", + "\\item 'annual\\_season\\_precpt'\n", + "\\item 'annual\\_season\\_temp'\n", + "\\item 'anonymized\\_name'\n", + "\\item 'assigned\\_from\\_geo'\n", + "\\item 'carb\\_nitro\\_ratio'\n", + "\\item 'cmin\\_rate'\n", + "\\item 'collection\\_date'\n", + "\\item 'common\\_name'\n", + "\\item 'country'\n", + "\\item 'depth'\n", + "\\item 'dna\\_extracted'\n", + "\\item 'elevation'\n", + "\\item 'env\\_biome'\n", + "\\item 'env\\_feature'\n", + "\\item 'env\\_matter'\n", + "\\item 'host\\_subject\\_id'\n", + "\\item 'latitude'\n", + "\\item 'longitude'\n", + "\\item 'ph'\n", + "\\item 'physical\\_specimen\\_remaining'\n", + "\\item 'project\\_name'\n", + "\\item 'public'\n", + "\\item 'sample\\_type'\n", + "\\item 'silt\\_clay'\n", + "\\item 'soil\\_moisture\\_deficit'\n", + "\\item 'soil\\_type'\n", + "\\item 'specific\\_location'\n", + "\\item 'taxon\\_id'\n", + "\\item 'texture'\n", + "\\item 'title'\n", + "\\item 'tot\\_org\\_carb'\n", + "\\item 'tot\\_org\\_nitro'\n", + "\\item 'Description'\n", + "\\item 'ph2'\n", + "\\item 'ph3'\n", + "\\item 'ph4'\n", + "\\item 'ph\\_rounded'\n", + "\\end{enumerate*}\n" + ], + "text/markdown": [ + "1. 'BarcodeSequence'\n", + "2. 'LinkerPrimerSequence'\n", + "3. 'barcode_read_group_tag'\n", + "4. 'dna_extracted_prep'\n", + "5. 'experiment_alias'\n", + "6. 'experiment_center'\n", + "7. 'experiment_design_description'\n", + "8. 'experiment_title'\n", + "9. 'instrument_name'\n", + "10. 'key_seq'\n", + "11. 'library_construction_protocol'\n", + "12. 'linker'\n", + "13. 'pcr_primers'\n", + "14. 'physical_specimen_remaining_prep'\n", + "15. 'platform'\n", + "16. 'pool_member_name'\n", + "17. 'pool_proportion'\n", + "18. 'primer_read_group_tag'\n", + "19. 'region'\n", + "20. 'run_alias'\n", + "21. 'run_center'\n", + "22. 'run_date'\n", + "23. 'run_prefix'\n", + "24. 'samp_size'\n", + "25. 'sample_center'\n", + "26. 'sample_type_prep'\n", + "27. 'sequencing_meth'\n", + "28. 'study_center'\n", + "29. 'study_ref'\n", + "30. 'target_gene'\n", + "31. 'target_subfragment'\n", + "32. 'altitude'\n", + "33. 'annual_season_precpt'\n", + "34. 'annual_season_temp'\n", + "35. 'anonymized_name'\n", + "36. 'assigned_from_geo'\n", + "37. 'carb_nitro_ratio'\n", + "38. 'cmin_rate'\n", + "39. 'collection_date'\n", + "40. 'common_name'\n", + "41. 'country'\n", + "42. 'depth'\n", + "43. 'dna_extracted'\n", + "44. 'elevation'\n", + "45. 'env_biome'\n", + "46. 'env_feature'\n", + "47. 'env_matter'\n", + "48. 'host_subject_id'\n", + "49. 'latitude'\n", + "50. 'longitude'\n", + "51. 'ph'\n", + "52. 'physical_specimen_remaining'\n", + "53. 'project_name'\n", + "54. 'public'\n", + "55. 'sample_type'\n", + "56. 'silt_clay'\n", + "57. 'soil_moisture_deficit'\n", + "58. 'soil_type'\n", + "59. 'specific_location'\n", + "60. 'taxon_id'\n", + "61. 'texture'\n", + "62. 'title'\n", + "63. 'tot_org_carb'\n", + "64. 'tot_org_nitro'\n", + "65. 'Description'\n", + "66. 'ph2'\n", + "67. 'ph3'\n", + "68. 'ph4'\n", + "69. 'ph_rounded'\n", + "\n", + "\n" + ], + "text/plain": [ + " [1] \"BarcodeSequence\" \"LinkerPrimerSequence\" \n", + " [3] \"barcode_read_group_tag\" \"dna_extracted_prep\" \n", + " [5] \"experiment_alias\" \"experiment_center\" \n", + " [7] \"experiment_design_description\" \"experiment_title\" \n", + " [9] \"instrument_name\" \"key_seq\" \n", + "[11] \"library_construction_protocol\" \"linker\" \n", + "[13] \"pcr_primers\" \"physical_specimen_remaining_prep\"\n", + "[15] \"platform\" \"pool_member_name\" \n", + "[17] \"pool_proportion\" \"primer_read_group_tag\" \n", + "[19] \"region\" \"run_alias\" \n", + "[21] \"run_center\" \"run_date\" \n", + "[23] \"run_prefix\" \"samp_size\" \n", + "[25] \"sample_center\" \"sample_type_prep\" \n", + "[27] \"sequencing_meth\" \"study_center\" \n", + "[29] \"study_ref\" \"target_gene\" \n", + "[31] \"target_subfragment\" \"altitude\" \n", + "[33] \"annual_season_precpt\" \"annual_season_temp\" \n", + "[35] \"anonymized_name\" \"assigned_from_geo\" \n", + "[37] \"carb_nitro_ratio\" \"cmin_rate\" \n", + "[39] \"collection_date\" \"common_name\" \n", + "[41] \"country\" \"depth\" \n", + "[43] \"dna_extracted\" \"elevation\" \n", + "[45] \"env_biome\" \"env_feature\" \n", + "[47] \"env_matter\" \"host_subject_id\" \n", + "[49] \"latitude\" \"longitude\" \n", + "[51] \"ph\" \"physical_specimen_remaining\" \n", + "[53] \"project_name\" \"public\" \n", + "[55] \"sample_type\" \"silt_clay\" \n", + "[57] \"soil_moisture_deficit\" \"soil_type\" \n", + "[59] \"specific_location\" \"taxon_id\" \n", + "[61] \"texture\" \"title\" \n", + "[63] \"tot_org_carb\" \"tot_org_nitro\" \n", + "[65] \"Description\" \"ph2\" \n", + "[67] \"ph3\" \"ph4\" \n", + "[69] \"ph_rounded\" " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "colnames(demo)" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "89" + ], + "text/latex": [ + "89" + ], + "text/markdown": [ + "89" + ], + "text/plain": [ + "[1] 89" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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    datasetmethodmsestability
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    soil_88 elent 0.23 0.16
    soil_88 rf 0.26 0.04
    soil_88 compLasso0.46 0.39
    \n" + ], + "text/latex": [ + "\\begin{tabular}{r|llll}\n", + " dataset & method & mse & stability\\\\\n", + "\\hline\n", + "\t soil\\_88 & lasso & 0.34 & 0.31 \\\\\n", + "\t soil\\_88 & elent & 0.23 & 0.16 \\\\\n", + "\t soil\\_88 & rf & 0.26 & 0.04 \\\\\n", + "\t soil\\_88 & compLasso & 0.46 & 0.39 \\\\\n", + "\\end{tabular}\n" + ], + "text/markdown": [ + "\n", + "| dataset | method | mse | stability |\n", + "|---|---|---|---|\n", + "| soil_88 | lasso | 0.34 | 0.31 |\n", + "| soil_88 | elent | 0.23 | 0.16 |\n", + "| soil_88 | rf | 0.26 | 0.04 |\n", + "| soil_88 | compLasso | 0.46 | 0.39 |\n", + "\n" + ], + "text/plain": [ + " dataset method mse stability\n", + "1 soil_88 lasso 0.34 0.31 \n", + "2 soil_88 elent 0.23 0.16 \n", + "3 soil_88 rf 0.26 0.04 \n", + "4 soil_88 compLasso 0.46 0.39 " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# combine and export results\n", + "soil_88 = as.data.frame(matrix(NA, nrow=4, ncol=4))\n", + "colnames(soil_88) = c('dataset', 'method', 'mse', 'stability')\n", + "soil_88$dataset = 'soil_88'\n", + "soil_88$method = c('lasso', 'elent', 'rf', 'compLasso')\n", + "soil_88$mse = c(out_lasso$MSE_mean, out_elnet$MSE_mean, out_rf$MSE_mean, out_compLasso$MSE_mean)\n", + "soil_88$stability = c(out_lasso$stab_index, out_elnet$stab_index, out_rf$stab_index, out_compLasso$stab_index)\n", + "soil_88" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### hypothesis testing" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "load('../88soils/results_cts/soils_ph_boot_compLasso.RData')\n", + "load('../88soils/results_cts/soils_ph_boot_rf.RData')" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "0.3595" + ], + "text/latex": [ + "0.3595" + ], + "text/markdown": [ + "0.3595" + ], + "text/plain": [ + "[1] 0.3595" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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    A data.frame: 4 × 4
    datasetmethodROCstability
    <chr><chr><dbl><dbl>
    bmi_gutlasso 0.630.14
    bmi_gutelent 0.780.19
    bmi_gutrf 1.000.01
    bmi_gutcompLasso0.850.29
    \n" + ], + "text/latex": [ + "A data.frame: 4 × 4\n", + "\\begin{tabular}{llll}\n", + " dataset & method & ROC & stability\\\\\n", + " & & & \\\\\n", + "\\hline\n", + "\t bmi\\_gut & lasso & 0.63 & 0.14\\\\\n", + "\t bmi\\_gut & elent & 0.78 & 0.19\\\\\n", + "\t bmi\\_gut & rf & 1.00 & 0.01\\\\\n", + "\t bmi\\_gut & compLasso & 0.85 & 0.29\\\\\n", + "\\end{tabular}\n" + ], + "text/markdown": [ + "\n", + "A data.frame: 4 × 4\n", + "\n", + "| dataset <chr> | method <chr> | ROC <dbl> | stability <dbl> |\n", + "|---|---|---|---|\n", + "| bmi_gut | lasso | 0.63 | 0.14 |\n", + "| bmi_gut | elent | 0.78 | 0.19 |\n", + "| bmi_gut | rf | 1.00 | 0.01 |\n", + "| bmi_gut | compLasso | 0.85 | 0.29 |\n", + "\n" + ], + "text/plain": [ + " dataset method ROC stability\n", + "1 bmi_gut lasso 0.63 0.14 \n", + "2 bmi_gut elent 0.78 0.19 \n", + "3 bmi_gut rf 1.00 0.01 \n", + "4 bmi_gut compLasso 0.85 0.29 " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "bmi_gut = as.data.frame(matrix(NA, nrow=4, ncol=4))\n", + "colnames(bmi_gut) = c('dataset', 'method', 'ROC', 'stability')\n", + "bmi_gut$dataset = 'bmi_gut'\n", + "bmi_gut$method = c('lasso', 'elent', 'rf', 'compLasso')\n", + "bmi_gut$ROC = c(out_lasso$ROC_mean, out_elnet$ROC_mean, out_rf$ROC_mean, out_GenCompLasso$ROC_mean)\n", + "bmi_gut$stability = c(out_lasso$stab_index, out_elnet$stab_index, out_rf$stab_index, out_GenCompLasso$stab_index)\n", + "bmi_gut" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "# testing\n", + "load(paste0(dir, '/BMI_binary_boot_rf.RData'))\n", + "load(paste0(dir, '/BMI_binary_boot_compLasso.RData'))" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "0.2997" + ], + "text/latex": [ + "0.2997" + ], + "text/markdown": [ + "0.2997" + ], + "text/plain": [ + "[1] 0.2997" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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    A data.frame: 4 × 4
    datasetmethodROCstability
    <chr><chr><dbl><dbl>
    soil_88lasso 0.900.28
    soil_88elent 0.940.32
    soil_88rf 1.000.03
    soil_88compLasso0.960.46
    \n" + ], + "text/latex": [ + "A data.frame: 4 × 4\n", + "\\begin{tabular}{llll}\n", + " dataset & method & ROC & stability\\\\\n", + " & & & \\\\\n", + "\\hline\n", + "\t soil\\_88 & lasso & 0.90 & 0.28\\\\\n", + "\t soil\\_88 & elent & 0.94 & 0.32\\\\\n", + "\t soil\\_88 & rf & 1.00 & 0.03\\\\\n", + "\t soil\\_88 & compLasso & 0.96 & 0.46\\\\\n", + "\\end{tabular}\n" + ], + "text/markdown": [ + "\n", + "A data.frame: 4 × 4\n", + "\n", + "| dataset <chr> | method <chr> | ROC <dbl> | stability <dbl> |\n", + "|---|---|---|---|\n", + "| soil_88 | lasso | 0.90 | 0.28 |\n", + "| soil_88 | elent | 0.94 | 0.32 |\n", + "| soil_88 | rf | 1.00 | 0.03 |\n", + "| soil_88 | compLasso | 0.96 | 0.46 |\n", + "\n" + ], + "text/plain": [ + " dataset method ROC stability\n", + "1 soil_88 lasso 0.90 0.28 \n", + "2 soil_88 elent 0.94 0.32 \n", + "3 soil_88 rf 1.00 0.03 \n", + "4 soil_88 compLasso 0.96 0.46 " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "soil_88 = as.data.frame(matrix(NA, nrow=4, ncol=4))\n", + "colnames(soil_88) = c('dataset', 'method', 'ROC', 'stability')\n", + "soil_88$dataset = 'soil_88'\n", + "soil_88$method = c('lasso', 'elent', 'rf', 'compLasso')\n", + "soil_88$ROC = c(out_lasso$ROC_mean, out_elnet$ROC_mean, out_rf$ROC_mean, out_GenCompLasso$ROC_mean)\n", + "soil_88$stability = c(out_lasso$stab_index, out_elnet$stab_index, out_rf$stab_index, out_GenCompLasso$stab_index)\n", + "soil_88" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [], + "source": [ + "# testing\n", + "load(paste0(dir, '/soils_binary_ph_boot_rf.RData'))\n", + "load(paste0(dir, '/soils_binary_ph_boot_compLasso.RData'))" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "0.4323" + ], + "text/latex": [ + "0.4323" + ], + "text/markdown": [ + "0.4323" + ], + "text/plain": [ + "[1] 0.4323" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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elnet_cv(y=y_binary, datx=sub$Z, seednum=seednum,family=family, alpha.grid=alpha.grid, + ratio.training=ratio.training, fold.cv=fold.cv, lambda.grid=lambda.grid) + select.features = result$coef.chosen + } else if (method == 'RF'){ + result = randomForest_cv(y=y_binary, datx=sub$Z, seednum=seednum, fold.cv=fold.cv, + num_trees=num_trees, mtry.grid = mtry.grid, pval_thr=pval_thr, method.perm=method.perm) + select.features = result$coef.chosen + } else if (method == 'GenCompLasso'){ + # note that generalized compositonal lasso do X to Z transformation within + result = gen_cons_lasso_cv (y=y_binary, datx=sub$X, seednum=seednum, + data.split=data.split, + ratio.training=ratio.training, + lambda.coda=lambda.coda) + select.features = result$coef.chosen + } + + # false positives: shouldn't be chosen but chosen + fp = c(fp, length(setdiff(select.features, coef.true))) + + # false negatives: # should be chosen yet not + fn = c(fn, length(setdiff(coef.true, select.features))) + + # classification error + roc = c(roc, result$ROC) + + # stability table + stability.table[i, select.features] = 1 + } + + # store results + FP = paste(mean(fp), '(', round(se(fp),2), ')') + FN = paste(mean(fn), '(', round(se(fn),2), ')') + ROC = paste(round(mean(roc, na.rm=T),2), '(', round(se(roc, na.rm=T),2), ')') + Stab = round(getStability(stability.table)$stability, 2) + + results=list(rou=rou, n=n, p=p, FP=FP, FN=FN, ROC=ROC, Stab=Stab, + Stab.table=stability.table, FP.list=fp, FN.list=fn, ROC.list=roc) + +} + + + diff --git a/simulations/code_sim_bin/ind_results_binary_update.R b/simulations/code_sim_bin/ind_results_binary_update.R new file mode 100644 index 0000000..478b295 --- /dev/null +++ b/simulations/code_sim_bin/ind_results_binary_update.R @@ -0,0 +1,72 @@ +##################################################################################### +### run all methods on simulated data with independent correlation ################## +##################################################################################### +args = commandArgs(trailingOnly=TRUE) +print(args) +dir = args[1] +#dir = '../sim_data' + +library(FSA) +source('../../code_method/cv_method_binary_update.R') +source('../../code_method/getStability.R') +source('cv_sim_apply_binary_update.R') + + +dim.list = list() +size = c(50, 100, 500, 1000) +idx = 0 +for (P in size){ + for (N in size){ + idx = idx + 1 + dim.list[[idx]] = c(P=P, N=N) + } +} + +files = NULL +for (dim in dim.list){ + p = dim[1] + n = dim[2] + files = cbind(files, paste0(dir, '/sim_independent_', paste('P', p, 'N', n, sep='_'), '.RData')) +} + +#------------------------ +# compare methods +#------------------------ +i <- as.numeric(Sys.getenv("PBS_ARRAYID")) + +# ################### +# #### Lasso ######## +# ################### +print('Lasso') +file_name = files[[i]] +results_ind_lasso = sim_evaluate_cv(sim_file=file_name, method='lasso', family='binomial') + +save(file=paste0(dir, '/binary_update/ind_Lasso_binary_', i, '.RData'), results_ind_lasso, file_name) + +# # ######################### +# # #### Elastic Net ######## +# # ######################### +print('Elnet') +file_name = files[[i]] +results_ind_elnet = sim_evaluate_cv(sim_file=file_name, method='elnet', family='binomial') + +save(file=paste0(dir, '/binary_update/ind_Elnet_binary_', i, '.RData'), results_ind_elnet, file_name) + +# ############################ +# #### Random Forests ######## +# ############################ +print('Random Forests') +file_name = files[[i]] +results_ind_rf = sim_evaluate_cv(sim_file=file_name, method='RF') +save(file=paste0(dir, '/binary_update/ind_RF_binary_', i, '.RData'), results_ind_rf, file_name) + +# ######################################################### +# #### Generalized compositional Lasso ######## +# ######################################################### +print('Generalized Compositional Lasso') +file_name = files[[i]] +results_ind_GenCompLasso = sim_evaluate_cv (sim_file=file_name, method='GenCompLasso') + +save(file=paste0(dir, '/binary_update/ind_GenCompLasso_binary_', i, '.RData'), + results_ind_GenCompLasso, file_name) + diff --git a/simulations/code_sim_bin/run_sim_bin.sh b/simulations/code_sim_bin/run_sim_bin.sh new file mode 100644 index 0000000..f7327c8 --- /dev/null +++ b/simulations/code_sim_bin/run_sim_bin.sh @@ -0,0 +1,33 @@ +#!/bin/bash + +#PBS -N sim_stab +#PBS -l walltime=500:00:00 +#PBS -l nodes=1:ppn=10 +#PBS -l mem=20gb +#PBS -V +#PBS -j oe +#PBS -d . +#PBS -t 1-4%4 +#PBS -o messages_outputs/ +#PBS -e messages_errors/ + +set -e +cpus=$PBS_NUM_PPN + +export TMPDIR=/panfs/panfs1.ucsd.edu/panscratch/$USER/Stability_2020 +[ ! -d $TMPDIR ] && mkdir $TMPDIR +export TMPDIR=$TMPDIR/sim_data +[ ! -d $TMPDIR ] && mkdir $TMPDIR +#tmp=$(mktemp -d --tmpdir) +#export TMPDIR=$tmp +#trap "rm -r $tmp; unset TMPDIR" EXIT + +# do something +source activate r-env +Rscript ind_results_binary_update.R $TMPDIR # t = 1-16%10 +Rscript toe_results_binary_update.R $TMPDIR # t = 1-80%10 +Rscript block_results_binary_update.R $TMPDIR # t = 1-80%10 +Rscript boot_sim_binary.R $TMPDIR # t = 1-4%4 +source deactivate r-env + +#mv $tmp/outdir ./outdir diff --git a/simulations/code_sim_bin/toe_results_binary_update.R b/simulations/code_sim_bin/toe_results_binary_update.R new file mode 100644 index 0000000..1a4986d --- /dev/null +++ b/simulations/code_sim_bin/toe_results_binary_update.R @@ -0,0 +1,100 @@ +##################################################################################### +### run all methods on simulated data with Toeplitz correlation ################## +##################################################################################### +args = commandArgs(trailingOnly=TRUE) +print(args) +dir = args[1] + +library(FSA) +source('../../code_method/cv_method_binary_update.R') +source('../../code_method/getStability.R') +source('cv_sim_apply_binary_update.R') + + +dim.list = list() +size = c(50, 100, 500, 1000) +idx = 0 +for (P in size){ + for (N in size){ + idx = idx + 1 + dim.list[[idx]] = c(P=P, N=N) + } +} + +## correlation strength +rou.list = seq(0.1, 0.9, 0.2) + +files = NULL +for (rou in rou.list){ + for (dim in dim.list){ + p = dim[1] + n = dim[2] + files = cbind(files, paste0(dir, '/sim_toeplitz_corr', rou, paste('P', p, 'N', n, sep='_'), '.RData', sep='')) + } +} + + +#------------------------ +# compare methods +#------------------------ +i <- as.numeric(Sys.getenv("PBS_ARRAYID")) + +# ################### +# #### Lasso ######## +# ################### +print('Lasso') +file_name = files[[i]] +results_toe_lasso = sim_evaluate_cv(sim_file=file_name, method='lasso', family='binomial') + +when i = 61, sim_idx = 16, ROC cannot be calculated as y.test has all 0s +thus change seed number to avoid this extreme example +results_toe_lasso = sim_evaluate_cv(sim_file=file_name, method='lasso', family='binomial', seednum=5231) + +save(file=paste0(dir, '/binary_update/toe_Lasso_binary_', i, '.RData'), results_toe_lasso, file_name) + +# # ######################### +# # #### Elastic Net ######## +# # ######################### +print('Elnet') +file_name = files[[i]] +results_toe_elnet = sim_evaluate_cv(sim_file=file_name, method='elnet', family='binomial') + +when i = 61, sim_idx = 16, ROC cannot be calculated as y.test has all 0s +thus change seed number to avoid this extreme example +results_toe_elnet = sim_evaluate_cv(sim_file=file_name, method='elnet', family='binomial', seednum=5231) + +save(file=paste0(dir, '/binary_update/toe_Elnet_binary_', i, '.RData'), results_toe_elnet, file_name) + +# ############################ +# #### Random Forests ######## +# ############################ +print('Random Forests') +file_name = files[[i]] +results_toe_rf = sim_evaluate_cv(sim_file=file_name, method='RF') + +when i = 61, sim_idx = 16, ROC cannot be calculated as y.test has all 0s +thus change seed number to avoid this extreme example +results_toe_rf = sim_evaluate_cv(sim_file=file_name, method='RF', seednum=5231) + +save(file=paste0(dir, '/binary_update/toe_RF_binary_', i, '.RData'), results_toe_rf, file_name) + +# ######################################################### +# #### Generalized compositional Lasso ######## +# ######################################################### +print('Generalized Compositional Lasso') +file_name = files[[i]] +results_toe_GenCompLasso = sim_evaluate_cv(sim_file=file_name, method='GenCompLasso') + +save(file=paste0(dir, '/binary_update/toe_GenCompLasso_binary_', i, '.RData'), + results_toe_GenCompLasso, file_name) + +results_toe_GenCompLasso_dataSplit = sim_evaluate_cv(sim_file=file_name, + method='GenCompLasso', + data.split=TRUE) + +# when i = 61, sim_idx = 16, ROC cannot be calculated as y.test has all 0s +# thus change seed number to avoid this extreme example +# results_toe_GenCompLasso_dataSplit = sim_evaluate_cv(sim_file=file_name, +# method='GenCompLasso', +# 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